The Hidden Microbiome Pipeline: Providing Access to Clinical Microbiome Specimens, Sequences, and Informatics Resources
B. Hamidi, L. Lenert, J. Obeid, A. Alekseyenko, Medical University of South Carolina

Biomarkers in Prostate and Breast Cancers: Leading Causes of Malignancies in Men and Women
P. Fontelo, F. Liu, National Library of Medicine

Design and Implementation of a Novel Electronic Health Record Tool to Enhance the Care of Individuals with Cystic Fibrosis: The CF Note Template
D. Leander, Dartmouth Geisel School of Medicine/Tuck School of Business/The Dartmouth Institute of Health Policy and Clinical Practice

MPath – Results Manager, a Comprehensive Solution to Store, Review, and Manage Genomic Variants from NGS-based Clinical Tests
A. Syed, A. Balakrishnan, A. Dack, J. Ziegler, S. Madur, J. Birnbaum, J. Hwee, M. Prasad, M. Syed, M. Haque, Z. Liu, S. Middha, R. Ptashkin, G. Jayakumaran, R. Satshil, A. Bowman, Y. Lin, A. Brannon, M. Berger, A. Zehir, Memorial Sloan Kettering Cancer Center

Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data Network
R. Chen, Columbia University/Observational Health Data Sciences and Informatics (OHDSI)/Weill Cornell Medical College; P. Ryan, Columbia University/Observational Health Data Sciences and Informatics (OHDSI)/Janssen Research and Development; K. Natarajan, T. Falconer, Columbia University/Observational Health Data Sciences and Informatics (OHDSI); C. Reich, Observational Health Data Sciences and Informatics (OHDSI)/IQVIA; R. Vashisht, N. Shah, Observational Health Data Sciences and Informatics (OHDSI)/Stanford University; G. Hripcsak, Columbia University/Observational Health Data Sciences and Informatics (OHDSI)/New York-Presbyterian Hospital

Mortality Reporting Completeness in a Health Information Exchange
R. Hayden, A. Kelley, Regenstrief Institute, Inc.; T. Imler, Indiana University School of Medicine; S. Hui, Indiana University

An Update and Validation for an Unsupervised Learning Algorithm for Reference Intervals Calculation in Clinical Chemistry
N. Patel, L. Schroeder, University of Michigan

Admission Opiate Ordering Patterns Over 23 Years: Analysis of Ordering Data from the Regenstrief Gopher
B. Takesue, J. Warvel, P. Dexter, Regenstrief Institute, Indiana University School of Medicine

Quantifying the Effects of Gene Entity Disambiguation for GSEA
L. Wang, J. Gennari, University of Washington

Towards using Literature-based Discovery for Interpretation of Next Generation Sequencing Results
D. Hristovski, University of Ljubljana; G. Bergant, University Clinical Center Ljubljana; A. Kastrin, University of Ljubljana; B. Peterlin, University Clinical Center Ljubljana

Machine Learning-based Triage System for Emergency Department
G. Jeong, W. Cha, Samsung Medical Center, J. Yu, Sungkyunkwan University; K. Jung, T. Kim, Samsung Medical Center

Estimating Health-related Quality of Life of Twitter Users: Methods for Semantic Processing of Social Media Posts
K. Sarma, University of California, Los Angeles; B. Spiegel, Cedars-Sinai Medical Center/UCLA Fielding School of Public Health; M. Reid, Cedars-Sinai Medical Center; X. Chen, C. Arnold, University of California Los Angeles; R. Merchant, E. Seltzer, University of Pennsylvania;

DeepChild: Hospitalization Prediction via Neural Network
X. Zeng, Ohio University; S. Moosavinasab, E. Lin, Y. Huang, The Research Institute at Nationwide Children’s Hospital; C. Liu, Ohio University; S. Lin, The Research Institute at Nationwide Children’s Hospital

MyHealthKeeper: Mobile Based 3-arm Randomized Controlled Trial in Obstructive Sleep Apnea based for Personal Health Management
J. Kim, B. Ryu, S. Cho, E. Heo, S. Jung, Seoul National University/Bundang Hospital; Y. Kim, J. Lee, Seoul National University; S. Yoo, Seoul National/University Bundang Hospital

Assessment of Nursing Informatics Competencies for Students in Nurse Educator Master’s Program
J. Choi, V. Tarte, Y. Kim, University of North Carolina Wilmington

IDeA-CTR Biomedical Informatics Goals and Outcomes after 5 Years
C. Geary, J. McClay, University of Nebraska Medical Center

MOOC Based on Competences: Database Nursing Research
J. Gomes, V. Lima, M. Grazioli, F. Mancini, Universidade Federal de São Paulo

Development of a Return to Work Tool for Primary Care Providers for Patients with Low Back Pain: A Pilot Study
I. Nabeel, Mount Sinai Hospital System; L. Cruz, Icahn School of Medicine/Mount Sinai Hospital

Ankle Brachial Index Extraction System
P. Alba, S. DuVall, VA Salt Lake City Health Care System/University of Utah; D. Norvell, Spectrum Research, Inc.; K. Moore, VA Puget Sound Health Care System; J. Czerniecki, VA Puget Sound Health Care System/University of Washington; O. Patterson, VA Salt Lake City Health Care System/University of Utah

Improving Spelling Correction with Consumer Health Terminology
C. Lu, D. Demner-Fushman, National Library of Medicine

Information Extraction for Data Population in Lung Cancer Clinical Research
L. Wang, L. Luo, Y. Wang, J. Wampfler, P. Yang, H. Liu, Mayo Clinic

Using Claims and Electronic Health Record Data for Describing Obesity Among Patients in a Safety-net Healthcare System
A. Cassell, Case Western Reserve University/MetroHealth Medical Center; S. Koroukian, Case Western Reserve University; H. Beaird, Kent State University; D. Kaelber, Case Western Reserve University/MetroHealth Medical Center

Healthcare Social Question Answering Services
B. John, University of Canberra; N. Wickramasinghe, Deakin University/Epworth HealthCare

Clustering Emergency Departments Patients Using Unsupervised Learning and Hospital Encounters
J. Yu, J. Yoo, J. Soh, W. Cha, SAIHST/Samsung Medical Center

Clustering of Care Trajectories Finds Clinically Meaningful Patterns for Patients with Noncancerous Thyroid Nodules
N. Zaborek, J. Imbus, D. Schneider, University of Wisconsin-Madison

A Secure Texting Quality Improvement Pilot Intervention for Young Adults with Severe Mental Illness: A Mixed Methods Approach
N. Benson, Massachusetts General Hospital; K. Bolton, P. Worden, S. Szulewski, A. Busch, McLean Hospital

Mobile Health (mHealth) Interventions Used by Cancer Survivors to Improve Lifestyle Behavior: An Integrative Review
M. Kelley, J. Kue, The Ohio State University; L. Brophy, The Ohio State University Wexner Medical Center; A. Peabody, Information Control Co.; P. Yen, R. Foraker, Washington University, S. Tucker, The Ohio State University

Trajectories of mHealth Use among Adults with Atrial Fibrillation Using ECG Technology for Self-monitoring
M. Reading, K. Hickey, J. Merrill, Columbia University School of Nursing

A Socio-behavioral Determinants of Health Analytics Tool to Activate Patients in their Health Journey
E. Simhon, R. Sharifi Sedeh, J. Liu, C. Meijer, Philips Research North America

Machine Learning in Biomedical Research: Publication and Funding Trends
K. Lindquist, University of California San Francisco

The HII-C Knowledge-based App Project: Goals and Design Approach
A. Michne, A. Solomon, Y. Ozair, K. Aksoy, P. LePendu, Arizona State University; R. Greenes, Arizona State University/Mayo Clinic

Daily Email Updates for Near Real Time Detection of Anomalous Alert Firing in Clinical Decision Support
S. Ray, Harvard Medical School; D. McEvoy, Partners Healthcare; S. Aaron, Brigham and Women's Hospital; A. Wright, Harvard Medical School

Machine Learning Assisted Custom Lab Order Sets Creation
G. Tyagi, A. Oguntuga, M. Harrell, A. Bogdanov, N. Nguyen, Practice Fusion

Representing Drug Classes for Mitigating Concurrently Applied CPGs
M. Michalowski, University of Minnesota; S. Wilk, Poznan University of Technology; W. Michalowski, University of Ottawa; M. Carrier, Ottawa Hospital Research Institute

Developing an Informatics Framework for Responding to an Outbreak of Burkholderia cenocepacia
M. Oberhardt, NewYork-Presbyterian Hospital; L. Saiman, Columbia University Medical Center, NewYork Presbyterian Hospital; W. Greendyke, Y. Furuya, Columbia University Medical Center, NewYork Presbyterian Hospital; A. Hill-Ricciuti, Columbia University Medical Center; D. Vawdrey, NewYork-Presbyterian Hospital/Columbia University

Evaluating Utilization and Effectiveness of a Pneumonia Order-set Using Cerner PowerInsight
B. Vahdati Nia, University of Arizona

Development and Evaluation of the Real-time ED Dashboard
J. Yoo, SAIHST; K. Jung, T. Kim, Samsung Medical Center; W. Cha, SAIHST, Samsung Medical Center

Identifying Clinical Notes with Likely Documentation of Social and Behavioral Determinants of Health
O. Bear Don't Walk, J. Zucker, P. Gordon, N. Elhadad, D. Feller, B. Srikishan, M. Yin, Columbia University

Ergonomic Evaluation of Portfolios of Digital Repositories: The State of Art
W. Honorio dos Santos, F. Mancini, L. Gamez, UNIFESP

Impact of EHR Usability on Provider Efficiency and Patient Safety – A Literature Review
J. Cole, S. Paithankar,; G. Tusch, R. Higbea, M. Vanderkooi, Grand Valley State University

Continuous Video Recording of Electronic Health Record User Sessions to Support Usability and Safety
A. Wright, Brigham and Women's Hospital/Partners HealthCare/Harvard Medical School; S. Aaron, Brigham and Women's Hospital; G. Zuccotti, Brigham and Women's Hospital/Partners HealthCare

Achieving Interoperability between Clinical Trial Management Systems and Electronic Health Record Systems to Facilitate Research Billing Compliance
P. RanadeKharkar, D. Hill, B. Chisum, S. Narus, K. Kuttler, Intermountain Healthcare

Representing Cancer Case Report Forms Using HL7 FHIR
R. Renner, University of Minnesota; H. Solbrig, G. Jiang, Mayo Clinic

A Visualization Approach to Improve Medication Safety: Association Between Medication Prescribing and Decision-making Information
A. Shibuya, Nihon J. Misawa, Y. Maeda, R. Ichikawa, Nihon University School of Medicine; T. Hishiki, Toho University; Y. Kondo, Nihon University School of Medicine

Notes from the Field: Challenges in Real-world Health Information Exchange between Electronic Health Records
K. Wang, E. Moreira, Yale School of Medicine; T. Kawecki, VA Connecticut Healthcare System; C. Brandt, N. Kashyap, Yale School of Medicine

Mixed Methods Feasibility Study of the Use of the mLab App for Promoting the Uptake of HIV Testing
R. Schnall, A. Pichon, T. Scherr, Vanderbilt University

Catalog of Mobile and Web-based Health Apps
D. Taylor, K. Bavuso, M. Wong, M. Chan, Semedy, Inc.; S. Maviglia, R. Rocha, Semedy, Inc./Harvard Medical School/Brigham & Women's Hospital

EMIRS: An Electronic Medical Information Retrieval System by Leveraging Both Structured and Unstructured Electronic Health Records
Y. Wang, A. Wen, S. Liu, H. Liu, Mayo Clinic

Developing Healthy Coping Features Tailored for Seniors Older Than 70 Years with Diabetes: An Exercise List, an Activity List, and a Mood Scale
Q. Ye, U. Khan, S. Boren, E. Simoes, M. Kim, University of Missouri

A Systematic Analysis of All the Alerts from CPOE: A Real Example from the Outpatient Clinic of a University Teaching Hospital
S. Chien, Y. Li, M. Islam, W. Chien, C. Hsu, Graduate Institute of Biomedical Informatics

MEWSCast: Predictive Forecasting of Modified Early Warning Scores for Preemptive Management of Clinical Acuity
J. Hirsch, R. Brar, A. Saraya, K. Bock, M. Oppenheim, J. Chelico, S. Khader, Northwell Health, Northwell Health

Diagnostic Distance: A Computational Approach to Diagnostic Differences
L. Mueller, S. Rick, N. Weibel, R. El-Kareh, E. Aronoff-Spencer, University of California San Diego

Comparison of Bipolar Disorder Monotherapies for Risk of Psychiatric Hospitalization
A. Nestsiarovich, University of New Mexico Health Sciences Center; A. Mazurie, TwoFoldChange Consulting; N. Hurwitz, New Mexico Behavioral Health Institute; B. Kerner, University of California, Witten/Herdecke University; S. Nelson, University of New Mexico/University of New Mexico Health Sciences Center; A. Crisanti, M. Tohen, D. Perkins, C. Lambert, University of New Mexico Health Sciences Center; R. Krall, University of Pittsburgh

The Impact of Healthcare Technology on Nurses’ Efficiency: A Systematic Review of the Literature
E. Moore, Newcastle University; C. Tolley, Newcastle University/Newcastle upon Tyne Hospitals NHS Foundation Trust; S. Slight, Newcastle University/Newcastle upon Tyne Hospitals NHS Foundation Trust/The Center for Patient Safety Research and Practice/Brigham and Women’s Hospital

The Implementation of the Precision Oncology Data Repository in the Veterans Affairs Healthcare System
D. Elbers, MAVERIC; F. Meng, MAVERIC/Boston University; S. Doyle, University of Buffalo; S. Sakilay, University of Buffalo; S. Feng-Chi, B. Johnson, R. Hall, N. Fillmore, D. Chen, MAVERIC; A. Diehl, P. Elkin, University of Buffalo; S. Ajjarapu, K. Pierce-Murray, C. DeDomenico, C. Shannon, S. Schiller, L. Fiore, M. Brophy, MAVERIC; N. Do, MAVERIC/Boston University

A Knowledge Base Model to Integrate Genomics, Electronic Health Record, and Public Health
M. Gama Ralalage, I. Lubin, Centers for Disease Control and Prevention

Combining Knowledge and Data Driven Insights to Facilitate the Differential Diagnosis of Rare Diseases
F. Shen, H. Liu, Mayo Clinic

Using Topic Modeling to Identify Relationship between LPA Variant and Disease Phenotypes
J. Zhao, Vanderbilt University Medical Center; Q. Feng, P. Wu, Vanderbilt University; J. Denny, W. Wei, Vanderbilt University Medical Center

Unsupervised Learning of an Advanced Illness Cohort to Develop Patient Stratification Models
R. Brar, S. Khader, A. Saraya, K. Bock, M. Oppenheim, C. John, J. Hirsch, Northwell Health

Predicting Thromboembolism after Vaginal and Laparoscopic Hysterectomy in Gynecologic Oncology Patients using Machine Learning
J. Kleiner, M. Cohen, D. Aluthge, I. Sinha, I. Sarkar, E. Chen, D. Roque, Brown University

Data-driven Discovery of Models for Predicting Septic Shock in the Intensive Care Unit
V. Vemulapalli, C. Yee, N. Narain, V. Akmaev, Berg LLC

An Interpretable End-to-end Framework for Drug-target Interaction Prediction Through Deep Neural Representation
Y. Gao, A. Fokoue, IBM; H. Luo, S. Dey, IBM T.J. Watson Research Center; A. Iyengar, IBM; P. Zhang, IBM T.J. Watson Research Center

Evaluation of Adherence to Follow-up Protocol with Primary Care Providers after Hospital Visits
E. Fox, Frank H. Netter School of Medicine at Quinnipiac University; S. Taylor, M. Blankson, Community Health Center, Inc.

Implementing Electronic Case Reporting: An Overview of Utah’s Pilot Participation in Digital Bridge
S. He, Intermountain Healthcare; J. Hartsell, Utah Department of Health; R. Harmon, K. Hagemann, Cerner Corperation; D. Mann, S. Thornton, Intermountain Healthcare

Implementing EHR-based Measures of Care Coordination in an Accountable Care Organization
A. McCoy, Tulane University School of Public Health and Tropical Medicine; Y. Zhang, Weill Cornell Medical College; A. Monnette, M. Diana, Tulane University School of Public Health and Tropical Medicine

Development and Implementation of Genomic Data Pipelines within U.S. Institutions: A Pilot Multi-site Survey among NHGRI's IGNITE Genomic Medicine Sites
J. Peterson, H. Ong, Vanderbilt University Medical Center; J. Lynch, Veterans Affairs; K. Hicks, Moffitt Cancer Center; P. Dexter, Indiana University School of Medicine

A Testing Framework to Validate SMART on FHIR Apps and CDS Hooks Services
R. Bradshaw, B. Hill, D. Borbolla, P. Warner, S. Rodriguez-Loya, D. Shields, R. Cornia, G. Del Fiol, K. Kawamoto, University of Utah

An Assessment of Clinical Workflow and Healthcare Team Communication for Implementation of HIV Testing Clinical Guideline
Y. Phuyal, D. Wang, Arizona State University

Effect of Default Order Set Settings on Telemetry Ordering: Helping Residents Choose More Wisely
D. Rubins, R. Boxer, A. Wright, Brigham and Women's Hospital

Integrating Cancer Genomic Data into Decision Support at the VA: Hematologic Oncology as a Use Case
D. Westerman, F. FitzHenry, M. Matheny, Tennessee Valley Healthcare System/Veterans Affairs/Vanderbilt University; M. LeNoue-Newton, Vanderbilt University Medical Center; C. Mosse, Tennessee Valley Healthcare System/Veterans Affairs/Vanderbilt University Medical Center; I. Maurer, M. Stachowiak, J. Yeakley, J. Cole, GenomOncology; R. Thomas, Tennessee Valley Healthcare System, Veterans Affairs; M. Levy, Vanderbilt University Medical Center

Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians’ Information Needs and Practices
L. Calzoni, G. Clermont, G. Cooper, S. Visweswaran, H. Hochheiser, University of Pittsburgh

Assessing Healthcare Providers’ Views on Learning More About Clinical Informatics
P. Hall, Newcastle University; C. Tolley, Newcastle University/Newcastle Upon Tyne Hospitals NHS Foundation Trust; I. Ricci-Cabello, Fundació Institut d'Investigació Sanitària Illes Balears; R. Fraser, Newcastle Upon Tyne Hospitals NHS Foundation Trust; S. Slight, Newcastle University/Newcastle Upon Tyne Hospitals NHS Foundation Trust/The Center for Patient Safety Research and Practice

Interactive Data Visualization to Promote Self-initiated Quality Improvement in Emergency Medical Systems
R. Stemerman, University of North Carolina at Chapel Hill

Representing Patient Medication History with Symbols
A. Woods, NCIRE

On-demand Health Information Exchange Strategy: Estimating the Amount of Duplicate Documents Sent and Received
O. Bouhaddou, N. Hng, N. Jain, J. Malpass, M. Donahue, J. Nebeker, U..S Department of Veterans Affairs

The Department of Defense (DoD) and Department of Veterans Affairs (VA) Infrastructure for Clinical Intelligence (DaVINCI)
S. DuVall, VA Salt Lake City Healthcare System/University of Utah; M. Matheny, VA Tennessee Valley Healthcare System/Vanderbilt University; I. Ibragimov, T. Oats, Defense Health Agency; J. Tucker, VA Salt Lake City Healthcare System; B. South, VA Salt Lake City Healthcare System/University of Utah; A. Turano, H. Saoudian, VA Salt Lake City Healthcare System; C. Kangas, K. Hofmann, W. Funk, Kennell and Associates; C. Nichols, A. Bonnema, Defense Health Agency; L. Ferrucci, CACI; J. Nebeker, VA Salt Lake City Healthcare System

Enriching a Clinical Data Warehouse with Specific Cancer Data Sources: Application to Clinical Research Use Cases.
J. Pasco, CHRU of Tours; B. Campillo-Gimenez, INSERM, Université de Rennes 1, CHU de Rennes; L. Grammatico-Guillon, CHRU of Tours; M. Cuggia, INSERM, Université de Rennes 1, CHU de Rennes

Comparison of Drug Classifications for Antidiabetic Agents in Real-world Data
A. Yoho, S. Sivashankaran, IBM H. Yang, V. Gopalakrishnan, IBM Watson Health

Ontologies Enabling Non-image Data Queries in the Cancer Imaging Archive
J. Bona, T. Nolan, D. Gibson, M. Brochhausen, University of Arkansas for Medical Sciences

Real World Database for Validation of Units for Clinical Laboratory Tests
V. Huser, NIH; D. Kim, AJOU; A. Londhe, J&J

Evaluation of Locally Defined Laboratory Test Names within an Electronic Medical Record System
S. Madani, B. Ferguson, S. Nelson, A. Weitkamp, Vanderbilt University Medical Center

A Review of Interventions for Loss of Situation Awareness in Healthcare
R. Matin, R. Murphy, A. Franklin, T. Johnson, University of Texas Health Sciences

A User-friendly Interface for Concept Dictionary Expansion Using Word Embeddings and SNOMED-CT
A. Chapman, P. Alba, VA Salt Lake City Health Care System, University of Utah; B. Bucher, University of Utah; S. DuVall, O. Patterson, VA Salt Lake City Health Care System, University of Utah

Fast and Accurate Adverse Drug Event labeling without a GPU
K. Peterson, A. Chapman, P. Alba, S. DuVall, O. Patterson, VA Salt Lake City Health Care System/University of Utah

Enhancing Identification of Relation Arguments in SemRep
G. Rosemblat, D. Shin, H. Kilicoglu, National Institutes of Health

Extracting ADRs from Drug Labels Using Bi-LSTM and CRFs
C. Tao, University at Albany, SUNY; M. Filannino, O. Uzuner, George Mason University

Network Analysis of EHR Interactions to Identify 360° Evaluators
E. Orenstein, M. Mai, Children's Hospital of Philadelphia

Adenovirus Test Utilization: Leveraging Big-data to Promote Best Practices
S. Arvisais-Anhalt, E. Araj, D. Barnes, F. Lee, K. Gabriel, A. Muthukumar, N. De Simone, S. Nagalla, R. Sarode, C. Croft, J. Balani, University of Texas Southwestern Medical Center

Addressing In-between Visits and the Care of the Chronic Pain Patient Utilizing an Iterative Mobile App
E. Ross, Brigham and Women’s; R. Jamison, Brigham and Women’s; L. Nicholls, K. Nolen, B. Perry, Pfizer, Inc.

Technology Designed for Elders to Support Chronic Disease Self-management: A Systematic Review
C. Senteio, Rutgers University School of Communication and Information; P. Murdock, University of Cincinnati

Worsening Functional Status is Associated with Increased Interest in Mobile Health technologies in Patients with Heart Failure
L. Wang, Stanford Health Care/University of Utah; R. Kaimal, N. Ahuja, D. Banerjee, Stanford Health Care

Preliminary Results of Implementing a Clinical Decision Support for Predicting and Recommending Interventions on Inpatient Falls
I. Cho, E. Boo, Ilsan Hospital

Design and Evaluation of Low-fidelity Prototype Visual Displays for Multiple Hospital-acquired Conditions
B. Reeder, B. Sutcliffe, University of Colorado College of Nursing; C. Drake, University of Colorado/Anschutz Medical Campus; M. Makic, University of Colorado College of Nursing; R. Gritz, H. Wald, University of Colorado/Anschutz Medical Campus

Supporting Cognitive Processes within Clinical Chart Review and Note Creation
A. Solomon, B. Dinner, R. Greenes, D. Kaufman, Arizona State University/Mayo Clinic; Y. Ozair, S. Naveed, T. Falls, T. Le, K. Hodge, Arizona State University

Results from the 2017 CPOE Evaluation Tool: Areas for Improvement
Z. Co, Brigham and Women's Hospital; D. Seger, Brigham and Women's Hospital/Partners Healthcare; L. Newmark, Partners Healthcare; D. Classen, University of Utah Health Science Center/VA Salt Lake City Healthcare System ; M. Danforth, The Leapfrog Group ; L. De Sliva, University of Utah/VA Salt Lake City Healthcare System ; D. Bates, Brigham and Women's Hospital/Partners Healthcare/Harvard Medical School

Users’ Views on How a Commercial CPOE System Could be Optimized
R. Fraser, Newcastle upon Tyne hospitals NHS Foundation Trust; P. Hall, Newcastle University; C. Tolley, Newcastle University, Newcastle upon Tyne Hospitals NHS Foundation Trust; I. Ricci-Cabello, Fundació Institut d'Investigació Sanitària Illes Balears ; S. Slight, Newcastle University/Newcastle upon Tyne Hospitals NHS Foundation Trust/The Center for Patient Safety Research and Practice

Evaluation of Junior Medical Officer Clinical Task Management Following the Introduction of an Electronic Task Management System at an Australian Metropolitan Health Service
A. Satchithananda, M. Blomqvist, Sydney Local Health District; A. Ritchie, Sydney Local Health District/The University of Sydney

Monitoring Changes to Clinical Decision Support Logic
S. Aaron, Brigham and Women's Hospital; D. McEvoy, Partners HealthCare; D. Rubins, Brigham and Women's Hospital/Partners HealthCare; A. Wright, Brigham and Women's Hospital/Partners HealthCare/Harvard Medical School

Mixed Methods Assessment of Technological and Health Needs for the Development of a Community-based Information System to Improve Child and Maternal Health in Amazonian Remote Communities
C. De Freitas, P. Padilla, S. Minaya, D. Leon, Universidad Peruana Cayetano Heredia; M. Chirinos Chuquisengo, Universidad Nacional Mayor de San Marcos; X. Vilela, Universidad Peruana Cayetano Heredia; E. Linan, Pontificia Universidad Catolica del Peru; M. Egoavil, Universidad Nacional Mayor de San Marcos/Universidad Peruana Cayetano Heredia

Identification of Data Science Applications to Data Management in a Biomedical Imaging Research Center
A. Johnson, J. Schabdach, L. Rost, H. Hochheiser, University of Pittsburgh

Direct Paging of Consultants from the Electronic Health Record: Optimizing Inpatient Consult Request Workflow
D. Kozman, B. Tseng, K. Lockett, M. Sim, M. Ross, University of California Los Angeles

Predicting Patient Health Status Using Activity Tracker Data
Y. Meng, W. Speier, University of California Los Angeles; E. Dzubur, B. Spiegel, Cedars-Sinai Medical Center; C. Arnold, University of California Los Angeles

Workflow for Developing i2b2 Ontologies from Source Terminologies in ACT
C. Borromeo, B. Shirey, M. Morris, Y. Zhang, M. Samayamuthu, S. Visweswaran, University of Pittsburgh

Toward Quality Improvement Through Better Usability: Applying Research on Health Information Design to a Quality Improvement Scorecard
P. Langthorne, J. Simeone, G. Brizzi, L. Rozenblit, Prometheus Research, LLC

Development of a Standardized Data Format in Cardiology through Collaborations between Medical Informaticians and Cardiologists
M. Nakayama, Tohoku University Hospital; K. Takehana, Kansai Medical University; T. Kohro, Jichi Medical University

Lexically Grounded Ontologic Frames for Medical NLP
R. Taira, University of California Los Angeles; O. Ogunyemi, Charles R. Drew University of Medicine and Science; H. Kim, Duke University School of Nursing

Consumer Health IT Design for Depression Medication Self-management
K. Goodman, A. Gupta, J. Word, R. Valdez, University of Virginia

Reference Standard Development to Train Natural Language Processing Algorithms to Detect Problematic Buprenorphine-naloxone Therapy
C. Peters, VA Salt Lake City Health Care System/University of Utah; F. Cunningham, Department of Veterans Affairs; H. Yu, University of Massachusetts/Bedford VA Medical Center; A. Gordon, VA Salt Lake City Health Care System/University of Utah; C. Salone, J. Zacher, Department of Veterans Affairs; R. Carico, Department of Veterans Affairs/Pittsburgh VA Medical Center; J. Leng, VA Salt Lake City Health Care System/University of Utah; N. Smith-Nemard, Department of Veterans Affairs; W. Liu, University of Massachusetts/Bedford VA Medical Center; S. Lu, VA Salt Lake City Health Care System/University of Utah; E. Druhl, Bedford VA Medical Center; T. Huynh, Z. Burningham, VA Salt Lake City Health Care System/University of Utah; F. Liu, University of Massachusetts/Bedford VA Medical Center; B. Sauer, VA Salt Lake City Health Care System/University of Utah

A Roadmap of Transition to Health Independence: A Patient-centered Study of Self-management and Digital-health Solutions among Teens with Chronic Conditions
E. Sezgin, The Research Institute of Nationwide Children's Hospital; M. Weiler, A. Weiler, Stratos Innovation Group; S. Lin, The Research Institute of Nationwide Children's Hospital

Understanding Patient Generated Dietary and Nutrition Concerns from the MySafeCare Electronic Safety Reporting Application
J. Snyder, T. Fuller, K. Schnock, Brigham and Women's Hospital; S. Collins, Columbia University

Comparison of a Skin Assessment Clinical Information Model Against Electronic Health Record Data Elements
K. Bavuso, M. Wong, M. Chan, D. Taylor, S. Maviglia, R. Rocha, Semedy, Inc.

Query Combinators for Medical Informatics
C. Evans, K. Siminov, Prometheus Research, LLC

Local Control: A Microaggregation Methodology for Performing Bias-corrected Reproducible Observational Studies across Data Silos While Protecting Patient Privacy
N. Lauve, S. Nelson, University of New Mexico Health Sciences Center; S. Young, CGStat LLC; R. Obenchain, Risk Benefit Statistics; C. Lambert, University of New Mexico Health Sciences Center

Consolidating Experts’ Edits to Reach Consensus in a Large Analytics Dataset
P. Rahman, E. Hade, A. Nandi, P. Pancholi, M. Lusberg, K. Stevenson, C. Hebert, The Ohio State University

Towards Better Understanding of Treatments Patterns for Patients with Inflammatory Bowel Disease
M. Mahoui, K. Schroeder, S. Morton, A. Naegeli, J. Schmitz, J. Canavan, Eli Lilly

EHR Extraction of Longitudinal Exposure to Proton Pump Inhibitors
A. Ramirez, E. Fielstein, Q. Feng, H. Ong, J. Schildcrout, Y. Shi, J. Denny, J. Peterson, Vanderbilt University Medical Center

Developing a National Dashboard to Help Manage the Opioid Epidemic Using Toxicology Laboratory Results Data
D. Janowiak, J. Wolfgang, B. Robinson, T. Schleyer, hc1.com, Indiana University School of Medicine, Regenstrief Institute

Using a Hybrid Participatory Design Methodology to Develop Information Visualizations to Enhance HIV-related Clinical Communication
S. Stonbraker, Columbia University School of Nursing/Clínica de Familia La Romana; M. Halpern, Clínica de Familia La Romana; S. Bakken, R. Schnall, Columbia University School of Nursing

Development of an AI-empowered Electronic Molecular Tumor Board Application Connected Utilizing the SMART on FHIR Framework
N. Do, VA Boston Healthcare System/Boston University School of Medicine; J. Bono, University of Buffalo; N. Fillmore, VA Boston Healthcare System/Dana-Farber Cancer Institute; A. Zimolzak, VA Boston Healthcare System/Boston University School of Medicine; B. Johnson, VA Boston Healthcare System; F. Meng, VA Boston Healthcare System/Boston University School of Medicine; D. Elbers, R. Hall, S. Ajjarapu, M. Brophy, VA Boston Healthcare System; P. Elkin, University of Buffalo

Analysis of Muscle Activity to Support Athletes Training: The Case of Boxe
M. Prenassi, Università degli Studi di Trieste; P. D'Antrassi, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico; R. De Donato, Heracles Gymnasium SSD s.r.l.; L. Rossi, Newronika s.r.l; S. Marceglia, Università degli Studi di Trieste, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico; L. Andreoletti, University of Milan; S. Mrakic-Sposta, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico

Preliminary Evaluation of a Microsoft HoloLens Augmented Reality Visualization of Mastectomy Specimens for Breast Reconstruction
K. Nicklaus, The University of Texas at Austin/The University of Texas MD Anderson Cancer Center; B. Tsang, The University of Texas at Austin; M. Bordes, The University of Texas MD Anderson Cancer Center; F. Merchant, University of Houston; S. Hanson/The University of Texas MD Anderson Cancer Center; G. Reece, The University of Texas MD Anderson Cancer Center; M. Markey, The University of Texas at Austin/The University of Texas MD Anderson Cancer Center

Towards Intuitive NLP: Interactive System for Machine Teaching
O. Patterson, L. De Silva, B. Adams, VA Salt Lake City Health Care System/University of Utah; R. Cornia, T. Ginter, University of Utah; S. Zickmund, S. DuVall, VA Salt Lake City Health Care System/University of Utah

Surveillance of Pneumonia and Influenza Hospitalizations in Adults Using Electronic Health Records
A. Chow, J. Loh, H. Ho, M. Win, Tan Tock Seng Hospital Singapore

Natural Language Processing to Identify Patient Symptoms During and Prior to Cancer Therapy
J. Hong, D. Niedzwiecki, M. Palta, J. Tenenbaum, Duke University

Group-based Trajectory Analysis of HIV-1 Patients
Y. Hu, X. Li, W. Lei, G. Xie, Ping An Health Technology

Using EHRs to Assess Gender Differences in the Utilization of Mental Health Services for Patients Diagnosed with Major Depression
C. Phelps, T. Sanghvi, N. Zhang, J. DeFerio, J. Pathak, Weill Cornell Medical College

Setting Expectations with Health Information Technology: Analysis and Design of Tools to Improve Patient Discharge
T. Fuller, E. Cook, D. Pong, M. Pardo, N. Bessa, Brigham and Women's Hospital; R. Boxer, J. Schnipper, A. Dalal, Brigham and Women's Hospital/Harvard Medical School

Monitoring Opioid Prescribing Behavior
J. Lyman, B. Thorne, R. Morse, D. Ling, University of Virginia

Using Machine Learning to Predict Falls in Inpatient Rehabilitation Residents
J. Miles, D. Szakielo, A. Kiddle, Loretto Health; I. Bichindaritz, State University of New York at Oswego

Development and Implementation of Time in Therapeutic Range Reports Within the Veterans Health Administration
M. Tran, D. Parra, J. Meier, C. Clark, A. Morreale, Veterans Affairs

Influence of Scribes on Patient-physician Communication in Primary Care
S. Danak, T. Guetterman, M. Plegue, University of Michigan; H. Holmstrom, University of Michigan/University of Colorado; A. Duthler, A. Yoo, R. Kadri, L. Buis, University of Michigan

A Framework of Key Domains and EHR-based Measures of Care Coordination in an Accountable Care Organization
A. Monnette, M. Diana, Tulane University School of Public Health and Tropical Medicine; Y. Zhang, Weill Cornell Medical College; A. McCoy, Tulane University School of Public Health and Tropical Medicine

Detecting Current Episodes of Cholecystitis-related Pain from Veterans Affairs Clinical Notes using Natural Language Processing
D. Mowery, University of Utah/George E. Wahlen Veterans Affairs Medical Center; L. Martin, B. South, E. Morrow, W. Peche, E. Wiesner, University of Utah; W. Chapman, B. Brooke, University of Utah/George E. Wahlen Veterans Affairs Medical Center

Completeness of Echocardiogram Report: An Initial Investigation
L. Oliveira, D. Sun, Philips Research North America; K. Spencer, University of Chicago Medical Center

Using Chatbot to Facilitate the Seasonal Influenza Vaccination Program: Taiwan Experience
H. Cheng, M. Peng, Y. Liu, D. Liu, J. Chuang, Taiwan Centers for Disease Control

Utility of the HL7 Clinical Quality Language for Representing Clinical Decision Support Knowledge Bases
R. Jenders, Charles Drew University/UCLA

HealthHint: A Recommendation Engine for Behavior Change Support Systems
S. Nair, S. Myneni, University of Texas Health Science Center at Houston

Searching for Health Information Quality Indicators While Seeking Cures
K. Zhovnirovskii, Center for Public Service Communication/National Library of Medicine; D. Kaufman, Arizona State University; C. Smith, University of Wisconsin-Madison; A. Murcko, Arizona State University; A. Keselman, National Library of Medicine

Knowledge Management of Drug Information for Antimicrobial Stewardship
C. Cheng, First Databank

Developing Operational Best Practices: An Immunization Informatics Case Study
C. Reed, DXC Technology; A. Harris, Nevada State Immunization Program; E. Parilla, American Immunization Registry Association (AIRA); D. Lyalin, Centers for Disease Control and Prevention

Critical Patient Generated Health Data Alerts: Design and Implementation of a Closed-loop Symptom Alerting and Communication System
O. Strachna, E. Bani, D. Stein, P. Stetson, Memorial Sloan Kettering Cancer Center

Design of a Catalog to Manage Clinical Decision Support Assets and Dependencies
M. Wong, K. Bavuso, D. Taylor, Semedy, Inc.; R. Rocha, Semedy, Inc./Brigham and Women's Hospital/Harvard Medical School; M. Chan, Semedy, Inc.; S. Maviglia, Brigham and Women's Hospital/Harvard Medical School

Using Telehealth to Identify and Manage Substance Use Disorders in Rural Areas
S. Haque, E. Mallonee, A. Ferrell, L. Dunlap, RTI International

Consumer Health Apps: Healthcare Providers’ Perspectives
S. Kanthawala, W. Peng, B. Holtz, Michigan State University

Comparison of Electronic Medication Orders Versus Administration Records for Identifying Prevalence of Postoperative Nausea and Vomiting
T. Koleck, S. Bakken, N. Tatonetti, Columbia University

Factors Associated with the Decision-making of Home Care Patients with Heart Failure regarding Initiation of Telehealth Services
K. Woo, Columbia University; D. Dowding, University of Manchester

Designing Tailored Patient Education on Atrial Fibrillation
T. Toscos, R. Ahmed, R. Rohani Ghahari, E. Martin, S. Wagner, Parkview Health; M. Drouin, Parkview Health/Indiana University Purdue University Fort Wayne; M. Mirro, Parkview Health/Indiana University

Theory-informed Design of Patient Portal Multimedia Tutorials for Older Adults
Y. He, University of Wisconsin-Madison

Evaluating the Usability and Usefulness of Medication Therapy Management Clinical Decision Support for Community Pharmacists
M. Snyder, O. Adeoye, Purdue University College of Pharmacy; J. DiIulio, Applied Decision Science, LLC; S. Gernant, University of Connecticut School of Pharmacy; H. Jaynes, Purdue University College of Pharmacy; W. Doucette, University of Iowa College of Pharmacy; A. Russ, Purdue University College of Pharmacy/Regenstrief Institute, Inc.

Participatory Design for Exposomic Studies Involving Sensors
K. Sward, J. Moore, J. Wiese, M. Meyer, University of Utah

Cognitive Load During Walking Can Be Predicted from Gait Measurements with High Accuracy
P. Dasgupta, E. Sejdic, University of Pittsburgh

Usability Evaluation of an Electronic Dental Record
A. Mahnke, A. Panny, S. Cooper, K. Schwei, A. Acharya, Marshfield Clinic Research Institute

Secure Clinical Text Messaging for Cancer Care Team Communication
K. Martin, A. Ostrovsky, Y. Chung Jr, Memorial Sloan Kettering Cancer Center; A. Fatata, H. De Jesus Alvarez, M. Zimmermann, T. Nguyen, P. Hilden, J. Mak, M. Connor, D. Stein, Memorial Sloan Kettering Cancer Center

A Pilot Comparative Study of Health Information Seeking Performance and Perceived Mental Effort on Google Assistant versus Google Chrome
Z. Xing, University of North Carolina at Chapel Hill

Identify Opioid Use Problems: Text Mining Approach
A. Alzeer, J. Jones, IUPUI; M. Bair, Roudebush VA Medical Center

A Systematic Scoping Review of Mobile Health Strategies for Hypertension Self-Management in Vulnerable Urban Populations
E. Khoong, University of California - San Francisco; R. Cherian, University of California - San Francisco/Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital; S. Thatipelli, Northwestern University; J. Barr-Walker, Zuckerberg San Francisco General Hospital Library; C. Lyles, U. Sarkar, University of California - San Francisco/Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital

Smartphone Ownership and Interest in Mobile Health Technologies for Self-Monitoring and Management of Heart Failure Symptoms
S. Kitsiou, A. Nieto, A. Mishra, B. Gerber, T. Stamos, University of Illinois at Chicago

Does Treating Periodontal Disease Improve the Risk for and Outcomes of Systemic Disease? An Opportunity for Public Health Informatics Research
H. Taylor, Indiana University Richard M. Fairbanks School of Public Health; T. Schleyer, Regenstrief Institute/Indiana University School of Medicine/Indiana University Richard M. Fairbanks School of Public Health

Barriers to Use of an Acute Care Patient Portal: Subgroup Analysis from a Randomized Trial
L. Grossman, Columbia University; R. Masterson Creber, School of Nursing, Columbia University; B. Ryan, Value Institute/NewYork-Presbyterian Hospital; F. Polubriaginof, M. Qian, I. Alarcon, S. Restaino, Columbia University; S. Bakken, School of Nursing, Columbia University; D. Vawdrey, Columbia University/Value Institute/NewYork-Presbyterian Hospital

What's Limiting Pediatric Primary Care Provider Personal Health Record Practice and Utilization?
K. Hawthorne, Children's Hospital of Philadelphia/Drexel University; A. Luberti, E. Sladek, P. Lee, Children's Hospital of Philadelphia; L. Richards, Drexel University

Bridging the Language Gap in Patient Portals: An Evaluation of Google Translate
J. Rodriguez, A. Fossa, Beth Israel Deaconess Medical Center; B. Herrick, Cambridge Health Alliance

Patient Portal Use in Diabetes Management: A Literature Review
R. Sun, M. Korytkowski, S. Sereika, M. Saul, D. Li, L. Burke, University of Pittsburgh

The Making of an Interactive EHR Usability Change Package
L. Marcial, RTI International; A. Hettinger, MedStar Health/Georgetown University; S. Rizk, S. Lambert, J. Wald, RTI International

Clinical Text Automatic De-identification to Support Large Scale Data Reuse and Sharing: Pilot Results
S. Meystre, P. Heider, Y. Kim, Medical University of South Carolina; A. Trice, G. Underwood, Clinacuity, Inc.

Tabular Model for Structuring Cancer Treatment Guidelines
L. Cruz, T. Toor, A. Nguyen, University of San Francisco/Qlaro, Inc.

Guideline-driven Data Quality Assessment – A Case Study of Warfarin Management
X. Dong, Y. Zhang, H. Xu, University of Texas Health Science Center; C. Weng, Columbia University

Point of Ordering Clinical Decision Support for Rapid HIV Testing
R. Novince, J. Creamer, T. Robinson, D. Kaelber, The MetroHealth System

Graph-based Representation of Cancer Treatment Guidelines
T. Toor, L. Cruz, University of San Francisco; A. Nguyen, University of San Francisco/Qlaro, Inc.

Documentation of Clinical Notes in the EHR: Free Text versus Structured Style
G. Caballero Escuti, Hospital Privado Universitario de Córdoba

Implementation and Validation of an e-Solution for Managing Documentation of Critical Result Notification
K. Gartrell, Towson University/National Institutes of Health Clinical Center; H. Mayberry, National Institutes of Health Clinical Center; P. Fontelo, National Library of Medicine; G. Wallen, C. Brennan, National Institutes of Health Clinical Center

Assessment of Patient Falls Identification from Electronic Health Records Using Code- and Text-based Approaches
S. Sohn, D. Jacobson, C. Fan, J. St. Sauver, Mayo Clinic

Patient Experience During Electronic Health Record Migration
B. Steitz, A. Cheng, B. Carlson, K. Unertl, Vanderbilt University

Integrative Analysis of DNA Methylation and RNA-Seq Data for Biomarker Detection of Endometriosis
S. Akter, University of Missouri; J. Bromfield, University of Florida; K. Pelch, University of Missouri; G. Wilshire, S. Crowder, Boone Hospital; D. Schust, B. Barrier, S. Nagel, T. Joshi, University of Missouri; J. Davis, AbbVie

The Impact of Inferring Treatments on Information Retrieval for Precision Medicine
T. Goodwin, S. Harabagiu, University of Texas at Dallas

Classification of Radiology and Pathology Findings to Support a Breast Imaging QA/QI System
S. Al-alawneh, H. Hochheiser, University of Pittsburgh; R. Crowley Jacobson, UPMC Enterprises

Physician Prescribing and Patient Usage Patterns of Sleeping Medications: Opportunities for Clinical Decision Support
P. Dexter, Indiana University School of Medicine/Regenstrief Institute; M. Marsico, Merck & Co., Inc.; S. Hui, Indiana University School of Medicine/Regenstrief Institute; E. Bortnichak, Merck & Co., Inc.; R. Hayden, A. Church, Regenstrief Institute; Z. Liu, Merck & Co., Inc.

Leveraging Electronic Health Records for Identification of Features Associated with Sudden Death for Hypertrophic Cardiomyopathy Patients
S. Moon, S. Liu, S. Samudrala, J. Shellum, J. Geske, P. Noseworthy, S. Ommen, R. Chaudhry, R. Nishimura, H. Liu, A. Arruda-Olson, Mayo Clinic

Identifying Non-clinical Patient Messages Using Naive Bayes
P. Ingram, R. Srinivasan, P. Grennan, J. Schrom, One Medical

What do Patients and Experts Want in a Smartphone-based Application to Support Tuberculosis Treatment Completion?
S. Iribarren, P. Mankowski, L. Lin, W. Lober, University of Washington; C. Chirico, Region V National TB Control Program; G. Demiris, University of Pennsylvania

A Hospital-tethered Mobile Personal Health Records: Comparison of Patient Engagement Function Usage Pattern According to Version-up
Y. Lee, Y. Park, J. Lee, J. Kim, J. Kim, W. Kim, Asan Medical Center

Characterizing One Super User’s Data Within a Persuasive Guided mHealth Application: What Can We Learn?
S. Sittig, University of South Alabama; S. Myneni, J. Wang, University of Texas Health Science Center at Houston; S. Iyengar, Texas A&M Health Science Center; A. Franklin, University of Texas Health Science Center at Houston

Refinement of Clinical Decision Support Through Direct User Feedback
S. Dutta, MGH/Partners eCare/Harvard Medical School; D. Rubins, A. Wright, Brigham and Women's Hospital/Partners eCare/Harvard Medical School

Promising Opportunities for the Capture and Usability of Social Determinants of Health Data in Electronic Health Records
M. Freij, NORC at the University of Chicago; S. Lewis, S. Smith, ASPE; L. Hovey, J. Leonard, NORC; A. Card, R. Dhopeshwarkar, NORC at the University of Chicago; P. Dullabh, NORC

Business Process Analysis to Understand Health Policy Information Needs in South Africa
l. Snyder, University of Washington

Integrating Documentation of Broad Consent for Research Biosamples into the Clinical Workflow
S. Soares, N. Anderson, M. Hwang, Davis; L. Solis, J. Lopez, University of California Davis

Notifying VA Primary Care Providers of Acute Care Events outside the VA Health System: Perceptions from Veterans
B. Dixon, Department of Veterans Affairs/Indiana University Fairbanks School of Public Health/Regenstrief Insitute; B. Porter, Department of Veterans Affairs/Indiana University Fairbanks School of Public Health; K. Boockvar, Department of Veterans Affairs/Icahn School of Medicine at Mount Sinai

Health Information Exchange Gaps Between Hospitals That Shared Patients
J. Everson, Vanderbilt University School of Medicine; J. Adler-Milstein, University of California San Francisco

Implementing a Dental Quality Measure in BigMouth – a Multi-institutional Dental Data Repository
K. Kookal, S. Bangar, R. Applegate, University of Texas Health Science Center at Houston; E. Kalenderian, University of California San Francisco; M. Walji, University of Texas Health Science Center at Houston

Integrating Care Between Two Health Systems: Identifying Active Dual Consumers of DoD and VA Health Services
N. Stone, DoD/VA Interagency Program Office; N. Nieves-Robbins, J. Tessier, Defense Health Agency; T. Neal, DoD/VA Interagency Program Office; D. Schmidt, Veterans Health Agency; J. Aaronson, Defense Health Agency; H. Ogoe, DoD/VA Interagency Program Office; K. Hofmann, C. Kangas, Defense Health Agency; K. Stiller, H. Rippen, L. Thompson, DoD/VA Interagency Program Office

Using Process Mining to Evaluate Colon Cancer Guideline Adherence with Cancer Registry Data: A Case Study
G. Geleijnse, IKNL Netherlands Comprehensive Cancer Organization; H. Aklecha, IKNL Netherlands Comprehensive Cancer Organization/Eindhoven University of Technology; M. Vroling, IKNL Netherlands Comprehensive Cancer Organization/Eindhoven University of Technology; R. Verhoeven, F. van Erning, P. Vissers, IKNL Netherlands Comprehensive Cancer Organization; J. Buijs, Eindhoven University of Technology; X. Verbeek, IKNL Netherlands Comprehensive Cancer Organization

Enhancing Radiomic Features of CT Images using Generative Adversarial Network with Alternative Improvement
G. Liang, J. Zhang, M. Brooks, J. Howard, J. Chen, University of Kentucky

Using Prealignment in Global Volume Registration to Decrease Motion in Neonatal Resting-state fMRI
J. Schabdach, R. Ceschin, University of Pittsburgh, V. Lee, V. Schmithorst, Children's Hospital of Pittsburgh; A. Panigrahy, Children's Hospital of Pittsburgh/University of Pittsburgh

Computer Aided Diagnosis of Chest X-rays Using by Combining Deep Convolutional Neural Networks
X. Zhang, Y. Gong, L. Giancardo, C. Tao, University of Texas Health Science Center at Houston

Utility of Visual Analytics for Identifying Patient Subgroups in EMRs: Insights for Accelerating Precision Medicine
S. Bhavnani, R. Sellappan, S. Joshi, J. Starkey, W. Chan, T. Chen, UTMB; S. Visweswaran, University of Pittsburgh

Visualizations to Enhance Communication of Symptom Information for Patients and Providers: A Systematic Review
M. Lor, T. Koleck, S. Bakken, Columbia University

Assessing NLP Accuracy: Focus on Anatomic Pathology
L. Evans, TriNetX, Inc.; J. London, Sidney Kimmel Cancer Center/Thomas Jefferson University; M. Palchuk, TriNetX, Inc./Harvard Medical School

Mining Interesting, Non-redundant Healthcare Trajectories
R. Singh, J. Graves, S. Piras, Tennessee Tech University; L. Waitman, Kansas University Medical Center; M. Prittie, Kansas University; D. Talbert, Tennessee Tech University

Differences in Health IT Engagement and Electronic Medical Record Use by Current Caregiving Status: Findings from the Health Information National Trends Survey
R. Jensen, Leidos Biomedical Research; E. Kent, National Cancer Institute, ICF International; M. Krakow, A. Oh, National Cancer Institute

Factors Affecting the Use of Electronic Health Records by Physician: A Pilot Study
S. Liu, University of Utah; J. Liu, Y. Li, West China Medical School/Sichuan University

Natural Language Processing of Electronic Provider Notes to Detect Psychiatric Illness and Substance Use among HIV-positive Patients
J. Ridgway, E. Almirol, T. Oliwa, J. Schneider, University of Chicago

Patient Portal Usage May Not Affect Patient Satisfaction
B. Zhao, R. Marmor, C. Longhurst, University of California San Diego

Improving Mapping Accuracy with a Guide for LOINC Microbiology Terms
S. Abhyankar, M. Zabriskie, D. Vreeman, K. Allen, Regenstrief Institute

Trial by FHIR: Development of a SMART on FHIR Clinical Trial Matching Application for Precision Oncology in the Veterans Health Administration
R. Hall, VA Boston Healthcare; J. Bono, University of Buffalo; T. Bechtold, Quantumleap Healthcare Collaborative; E. Cohen, University of California; N. Do, VA Boston Healthcare; P. Elkin, University of Buffalo

Term Weighting Analysis Based on Taxonomy for the Classification of Medical Procedures into the Unified Terminology of Supplemental Health
E. Barretto, Instituto de Pesquisa Tecnologica de Sao Paulo; D. Patrao, A.C. Camargo Cancer Center; M. Ito, IBM Research/Instituto de Pesquisa Tecnologica de Sao Paulo

Improving LOINC Mapping through Targeted Subsets
D. Vreeman, Indiana University and Regenstrief Institute, Inc; J. Hook, T. Briscoe, S. Abhyankar, Regenstrief Institute, Inc.

Features Desired by Medicaid-enrolled Pregnant Women for a Digital Maternity Information Resource
A. Arcia, S. Stonbraker, Columbia University

What Makes Us Care: Analyzing Trends and Topics of Public Interests in HPV Vaccines over a Decade
J. Chin, University of Illinois at Chicago; C. Chin, University of Illinois at Urbana Champaign; B. Liu, A. Schwartz, R. Caskey, University of Illinois at Chicago

Is it Fake News? The Accuracy of Medical Reports in Popular Media Compared to their Original Sources in PubMed
T. Nwankwo, University of Maryland College Park; P. Fontelo, National Institutes of Health

Health Indexing of Infectious Disease in China: A Snapshot of 31 Provinces
Y. Wan, Ping An Health Technology Co., Ltd

Sustainability of Depression Screening Rates over Time Using Context Aware Workflow
J. Gill, M. Rafalski, Heart of Texas Community Health Center; L. Barron, C. Cochran, Baylor University

A Way Forward: Addressing Delays in Sepsis Recognition and Treatment
E. Han, T. Taft, University of Utah; D. Horton, University of Utah Hospital; C. Weir, University of Utah, George E. Whalen VA Medical Center

Electronic Medical Record Enhancement to Improve Beta-lactam Allergy Documentation
N. Pettit, A. Choksi, C. Nguyen, J. Pisano, J. Ridgway, University of Chicago Medicine

High Rate of Falls Risk Screening with Minimal Staff Training Using Context Aware Clinical Decision Support
M. Rafalski, J. Gill, Heart of Texas Community Health Center; L. Barron, C. Cochran, Baylor University

Precision Medicine: Matching Cancer Patients with Clinical Trials
M. Filannino, George Mason University/MIT; K. Lee, George Mason University; D. Jin, MIT; K. Buchan, State University of New York at Albany; W. Boag, MIT; O. Uzuner, George Mason University/MIT

Development of HeartData, a Data Discovery Index Prototype for Cardiovascular Data
J. An, M. Salimi, Gururaj, C. Tao, D. Zhi, H. Xu, The University of Texas Health Science Center at Houston

Precision Medicine: Matching Cancer Patients with Relevant Treatments
K. Lee, M. Filannino, George Mason University/MIT; D. Jin, MIT; K. Buchan, State University of New York at Albany; W. Boag, MIT; O. Uzuner, George Mason University/MIT

Detecting Anatomical Entities in Clinical Text
J. Xu, Y. Zhang, J. Du, J. Wang, H. Xu, The University of Texas Health Science Center at Houston

Effectiveness of Nursing Interventions Based on Nursing Outcomes Using Standardized Nursing Languages: An Integrative Review
S. Chae, University of Iowa; H. Oh, University of Wisconsin-Milwaukee; S. Moorhead, University of Iowa

Detecting Hypoglycemia Incidence from Patients’ Secure Messages
J. Chen, UMass Medical School; J. Lalor, UMass Amherst; H. Yu, Bedford VA Medical Center

Implementing Shared Decision Making Tools in Clinical Decision Support Systems
T. Elliott, P. O'Connor, J. Sperl-Hillen, A. KuninBatson, H. Ekstrom, HealthPartners Institute; D. Saman, M. Harry, Essentia Institute for Rural Health

Genomic Data Privacy Protection Based on GPU-accelerated Encryption
S. Jankly, A. Schmidt, T. Chen, California State Polytechnic University Pomona

Complete Patient Privacy via Comprehensive Privacy for All
M. Kayaalp, NIH

Trust Bubble: A Secure and Privacy-preserving Framework for Data and Personnel Sharing in Diverse Health Networks
J. Lamp, R. Greenes, E. Shortliffe, Arizona State University

Prescription Drug Monitoring Programs: Designing Informatics Solutions to Address the Opioid Epidemic
N. Smith, K. D'Souza, A. Misra, The University of Texas School of Biomedical Informatics

Natural Language Processing for Thyroid Pathology Reports: Does Synoptic Reporting Improve Information Retrieval?
J. Imbus, N. Zaborek, K. Long, D. Schneider, University of Wisconsin

Feasibility of Identifying Oral Anticancer Agent Toxicity Self-reporting and Management Advice from Clinical Notes
Y. Jiang, V. Vydiswaran, Y. Lee, H. Joo, A. Zheng, M. Harris, University of Michigan

Assessing Domain Knowledge among Personnel in an Academic Research Center Focused on Precision Symptom Self-management and Data Science
J. Merrill, P. Stone, K. Hickey, S. Bakken, Columbia University

Blockchain Technology for Detecting Falsified and Substandard Drugs in the Pharmaceuticals Distribution System
P. Sylim, F. Liu, National Institutes of Health; A. Marcelo, University of the Philippines; P. Fontelo, National Institutes of Health

Multi-task Correlation-based Feature Selection for Gene Expression Data
K. Brown, D. Talbert, Tennessee Tech University

Natural Language Processing for Extracting Colorectal Polyp Information From Electronic Medical Records
L. Harrington, A. Suriawinata, J. Higgins, S. Hassanpour, Dartmouth College

Capturing Heterogeneity in Complex Chronic Illness: Building a Model for Systemic Lupus Erythematosus (SLE) with “Noisy Labeling” of Data
S. Murray, University of California San Francisco; A. Avati, Stanford University; G. Schmajuk, J. Yazdany, University of California San Francisco

Predicting the Key Alzheimer’s Biomarkers in CSF from Plasma Analytes
C. Schieber, IBM Research; N. Faux, IBM Research/The Florey Institute for Neuroscience and Mental Health/The University of Melbourne; B. Goudey, IBM Research/Centre for Epidemiology and Biostatistics

Cognitive Walkthrough of an mHealth App for Medication Adherence in Persons Living with HIV
M. Beauchemin, M. Gradilla, D. Baik, H. Cho, R. Schnall, Columbia University School of Nursing

Usability Evaluation of a Mobile Intervention (MyPEEPS mobile) for HIV Prevention among Young Men
H. Cho, D. Powell, A. Pichon, Columbia University; J. Bruce, Birmingham AIDS Outreach; L. Kuhns, Ann & Robert H. Lurie Children's Hospital of Chicago/Northwestern University; R. Schnall, Columbia University

Path Analysis on Clinicians’ Mobile Electronic Medical Record Usage Patterns
J. Soh, S. Jung, Sungkyunkwan University; K. Kim, W. Cha, Sungkyunkwan University/Samsung Medical Center

Community Engagement to Optimize the Use of Wearable Sensors in a Diabetes Self-management Intervention Targeting Hispanic and Latino Adults
L. Yingling, N. Allen, M. Litchman, V. Colicchio, E. Amador, J. Villalta, B. Gibson, University of Utah

Improving Discharge Planning through Virtual Multidisciplinary Rounds
M. Cui, J. Rojas, C. Kao, A. Chivu, A. Schram, M. Cerasale, University of Chicago Hospitals

Qualitative Analysis of an Evidence-based Fall Prevention Toolkit: Fall TIPS
M. Duckworth, S. Khasnabish, A. Hurley, Brigham and Women's Hospital; P. Dykes, Brigham and Women's Hospital/Harvard Medical School

RoundAbout©: An EHR-integrated App to Facilitate Family-centered Rounds
J. Herstek, K. Brooks, S. King, P. Bhansali, Children's National Health System

Comparing Machine Learning Algorithms to Predict Falls of Community Dwelling Older Adults
R. Yang, J. Plasek, A. Wilson, University of Utah; M. Cummins, K. Sward, University of Utah School of Medicine

The Quality of Clinical Quality Assessments using Clinical Quality Measures (CQMs)
J. Andersen, T. Agresta, B. Labunko, S. Oravecz, University of Connecticut Health Center

JustoCat Pet Robot and Patient Care: A Study of Benefits Provided to Elderly Dementia Patients, Caregivers and Health Care Providers
C. Breen,. Bichindaritz, S. Colletta, State University of New York at Oswego; O. Roeder, Loretto

Developing the Indiana Learning Health System Initiative
T. Schleyer, Regenstrief Institute/Indiana University School of Medicine/Indiana University Health; C. Callahan, Regenstrief Institute/Indiana University School of Medicine/Eskenazi Healthcare; L. Williams, Regenstrief Institute/Indiana University School of Medicine/VA Medical Center; D. Martin, Regenstrief Institute/Indiana University School of Medicine; J. Gottlieb, Indiana University Health; C. Frederick, Regenstrief Institute; P. Embi, Regenstrief Institute/Indiana University School of Medicine/Indiana University Health

Leveraging FHIR to Integrate Information from a Health Information Exchange Directly with the Clinical Workflow in Cerner
M. Kochmann, Regenstrief Institute/Indiana University Health/Indiana University School of Medicine; D. Martin, Regenstrief Institute/Indiana University School of Medicine; J. Schaffer, Regenstrief Institute/Indiana University Health; K. Kelley, Indiana Health Information Exchange; T. Schleyer, Regenstrief Institute/Indiana University Health/Indiana University School of Medicine

Automatically Identifying Alcohol Abuse from Clinical Narratives
V. Zhu, C. Halbert-Hughes, B. Bunnell, M. Jefferson, L. Lenert, Medical University of South Carolina

Finding the Best EHR Training Dataset: A Cross-over Trial
J. Jones, R. Fatima, S. Purkayastha, A. Kulanthaivel, E. Zhang, IUPUI

Exploring Facilitators and Barriers to Provider Secure Messaging
C. Patterson, C. Bush, University of North Carolina Chapel Hill; J. Maddocks, Duke University; R. Kitzmiller, University of North Carolina Chapel Hill

Provider Perspectives of Integrating Electronic Patient-reported Outcomes into Clinical Practice Workflow
C. Segal, University of Washington; C. LeRouge, Florida International University/University of Washington; E. Austin, D. Lavallee, University of Washington

A Computable Phenotype Library Plugin for i2b2
Y. Zhang, M. Morris, S. Visweswaran, University of Pittsburgh

Cross-sectional Study of the Health Informatics Job Market Using Text Mining and Keyword Analysis
G. Larson, University of Iowa/US Army

A Preliminary Geospatial and Gender Analysis of the Clinical Informatics Physician Workforce
J. Pearson, Beth Israel Deaconess Medical Center/Harvard Medical School; R. Harriz, Henry Ford Hospital; T. Valovska, University of Queensland Faculty of Medicine; J. Henao, C. Safran, Beth Israel Deaconess Medical Center/Harvard Medical School

The Duke Health Data Science Internship Program: Integrating the Educational Mission into Real-world Research
S. Rusincovitch, Duke Forge; L. Wruck, Duke Clinical Research Institute; R. Henao, Duke Forge/Duke Clinical Research Institute/Duke University; L. Rodgers, A. Dunning, P. Merrill, H. Mulder, R. Overton, M. Phelan, Duke Clinical Research Institute; E. Huang, Duke Forge/Duke University; L. Carin, Duke University; M. Pencina, Duke Clinical Research Institute/Duke University

Exploration of Trend-in-trend Design for Signal Detection on a Large-scale Medical Claims Database
Y. Li, IBM T.J. Watson Research Center

Defining Clinically Significant Documentation Discrepancies During Transfer from the Pediatric Intensive Care Unit to Medical Services
D. Ferro, N. Muthu, C. Bonafide, E. Orenstein, Children's Hospital of Philadelphia

A Qualitative Study Exploring the Challenges of Using Specific Design Features of a Commercial CPOE System
C. Tolley, Newcastle University/The Newcastle upon Tyne Hospitals NHS Foundation trust ; N. Watson, The Newcastle upon Tyne Hospitals NHS Foundation Trust ; A. Husband, S. Slight, Newcastle University, The Newcastle upon Tyne Hospitals NHS Foundation Trust/Brigham and Women’s Hospital

Is an Emoji Worth A Thousand Words? Pediatric Inpatient Perspectives on Pictorial Modes of Emotional Subtext in Electronic Health Communication
C. Apodaca, S. Haldar, S. Mishra, M. Khelifi, University of Washington; A. Pollack, Seattle Children's; W. Pratt, University of Washington

Probabilistic Linkage of Virtual Pediatric Systems and PEDSnet Patients
A. Dziorny, R. Lindell, C. Bailey, Children's Hospital of Philadelphia

Exploring mHealth Intervention Designs to Engage Low-income, Minority Adults with Type 2 Diabetes in Self-monitoring
M. Reading, E. Heitkemper, M. Lor, L. Mamykina, Columbia University

Social Media for Family Wellness: Social Comparison and Motivation
M. Rheu, W. Peng, K. Huang, Michigan State University

Timing is Everything: Information Sequencing in the Design of Computerized Decision Support for Pneumonia.
B. Jones, J. Carr, VA Salt Lake City Healthcare System/University of Utah; S. Piad, VA Salt Lake City Healthcare System; J. Sutton, S. Slager, P. Yarbrough, E. Spivak, A. Gundlapalli, M. Samore, C. Weir, University of Utah/VA Salt Lake City Healthcare System

Participatory Design, Community Partnership, and Trustworthiness: Methods for Successful User-centered Design with African American Women Affected by Endometrial Cancer
L. Kellogg, J. Alson, K. Doll, University of Washington

Modeling MedDRA Terms Search Cognitive Task to Design a Pharmacovigilance Report Search Tool
R. Marcilly, L. Douze, INSERM, CIC IT/Evalab 1403, Univ Lille, EA 1403, CHU Lille; C. Bousquet, INSERM U1142 LIMICS; S. Pelayo, INSERM, CIC IT/Evalab 1403, Univ Lille, EA 1403, CHU Lille

On DXplain Vocabulary Development: Past and Present
M. Feldman, K. Wagholikar, K. Famiglietti, R. Kim, E. Hoffer, H. Chueh, Harvard Medical School

Distant Supervision in Clinical Information Retrieval
X. Wei, ETH Zurich; C. Eickhoff, Brown University

Leveraging Location to Integrate and Access Information for Analyzing Health Context
T. Haithcoat, C. Shyu, University of Missouri

Lessons Learned from an EHR-based Population Health Datamart: Southeastern Diabetes Initiative (SEDI)
U. Rogers, S. Rusincovitch, M. Phelan, N. Neely, B. Goldstein, Duke University

A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health Record
S. Wang, S. Pershing, Stanford University/Veterans Affairs Palo Alto Health Care System; T. Hernandez-Boussard, Stanford University

Char2Vec: Learning the Semantic Embedding of Rare and Unseen Words in the Biomedical Literature
S. Hussain, S. Moosavinasab, E. Sezgin, Y. Huang, S. Lin, The Research Institute at Nationwide Children’s Hospital

Construction of Drug Repurposing-oriented Alzheimer's Disease Ontology
F. Li, J. Du, G. Rao, C. Tao, The University of Texas Health Science Center at Houston

ARETA: A Corpus for Asthma Related Event Temporal Association
S. Liu, L. Wang, S. Sohn, L. Xia, H. Liu, Mayo Clinic

Social Context Sentence Classification from Psychiatric Reports using Positive and Unlabeled Learning
J. Posada, University of Pittsburgh/Universidad Autonoma del Caribe; S. Lingyung, University of Pittsburgh; S. Castro, Pontificia Universidad Javeriana; S. Visweswaran, N. Ryan, Unversity of Pittsburgh; H. Harkema, Nuance Communications; R. Tsui, University of Pittsburgh

Discovering Drivers of Mortality in Severe Acute Respiratory Distress Syndrome: An Investigation using Machine Intelligence Methods
S. Khader, Northwell Health; I. Shaheen, East Agile; M. Stewart, Y. Senathirajah, J. Hirsch, J. Chelico, N. Hajizadeh, Northwell Health

A Data Mining Tool and Process for Congenital Heart Defect Management
J. McGlothlin, E. Crawford, Fusion Consulting Inc/Loma Linda University Health System

Visualization of SNOMED CT to Support Cluster Analysis for Knowledge Generation, Translational Research, and Precision Health
M. Bowen, J. Moody, E. Monson, Duke University; R. McCarter, Children's National Health System; R. Richesson, Duke University

Flipping the Model for Biomedical Informatics Research
B. South, K. Lynch, VA Salt Lake City Health Care System/University of Utah; M. Matheny, Vanderbilt University; J. Lynch, O. Efimova, C. Chanfreau-Coffinier, O. Patterson, B. Viernes, S. DuVall, VA Salt Lake City Health Care System, University of Utah

Computable Phenotypes to Identify Atrial Fibrillation from Electronic Medical Records
A. Chamberlain, P. Noseworthy, L. Chen, University of Minnesota; S. Weston, R. Jiang, Mayo Clinic; W. O'Neal, Emory University; V. Roger, Mayo Clinic; A. Alonso, Emory University

Estimating Causal Multi-drug-drug Interaction for Adverse Drug Reactions
S. Dey, P. Zhang, M. Ghalwash, Z. Shahn, D. Sow, IBM

A Systematic Review and Proposed Validation Study to Evaluate the Accuracy of ICD Codes for the Identification of Chlamydia, Gonorrhea, and Syphilis.
S. Rahurkar, Regenstrief Institute; Y. Ho, Indiana B. Dixon, Indiana University Fairbanks School of Public Health, Regenstrief Institute; G. Tao, Centers for Disease Control and Prevention; J. Arno, Indiana University School of Medicine

Accuracy of International Classification of Disease Clinical Modification Codes for Detecting Bleeding Events in Electronic Health Records and When to Use Them
V. Wang, R. Pradhan, H. Jordan, Westat; A. Ash, D. McManusH. Yu, University of Massachusetts Medical School

Determinants of After-hours EHR Usage among Ambulatory Care Physicians
S. Attipoe, The Ohio State University; Y. Huang, Nationwide Children's Hospital; S. Schweikhart, The Ohio State University; S. Lin, Nationwide Children's Hospital

Harmonizing Flowsheet Datasets Across EHRs for a Multi-site Study
B. Couture, Brigham and Women's Hospital; J. Klann, Massachusetts General Hospital; K. Cato, C. Knaplund, Columbia University; M. Kang, P. Dykes, Brigham and Women's Hospital; S. Collins, Columbia University

Approaches to Improvement of Nursing Outcomes Classification
H. Oh, University of Wisconsin-Milwaukee; S. Moorhead, University of Iowa

Inpatient Rounds by Appointment Facilitated by Novel EHR Module
C. Villavicencio, University of Washington School of Medicine; G. Tamura, University of Washington School of Medicine

A Python-based REDCap Application Programming Interface to Access Clinical Databases
M. Concato, Dartmouth College; C. Lu, Yale University; F. Kidwai, C. Brandt, K. Cheung, Yale University/VA Connecticut Healthcare System

Canary: an Information Extraction Platform for Researchers and Clinicians
S. Malmasi, A. Turchin, Harvard Medical School

Building a Biomedical Bilingual Parallel Corpus between Chinese and English from PubMed
L. Tang, Y. Zhang, H. Xu, The University of Texas Health Science Center at Houston 

Natural Language Processing to Detect High Information Findings for Patients at Risk of Missed Diagnosis
T. Yang, C. Chou, K. Wagholikar, M. Feldman, H. Chueh, Massachusetts General Hospital

Association Between Infections and Alzheimer’s Disease
A. Asadzadehzanjani, S. Avramovic, F. Alemi, George Mason University

Motivating Factors for Strategy Development to Engage Patients with a Health Portal in the Primary Care Setting
T. Dinh, J. Guo, University of Utah

Heat Map, a Visual Tool for Comparative Analytics
J. Palumbo, R. Wetzel, G. Soto-Campos, Virtual Pediatric Systems

Introduction of an Automated Conversational Agent in the Peripartum Setting to Improve Maternal Mental Health
M. Ramachandran, S. Suharwardy, N. Downing, A. Judy, Stanford University School of Medicine

Counting Readmissions: Surprisingly difficult
A. Aljadaan, P. Tarczy-Hornoch, A. T. Dardas, J. Gennari, University of Washington

Breast Cancer Recurrence Data Preparation and Prediction Algorithm Development
B. Ryu, Seoul National University Bundang Hospital; S. Choi, Seoul National University; S. Kim, S. Yoo, Seoul National University Bundang Hospital; S. Yoon, Seoul National University; J. Kim, Seoul National University Bundang Hospital

Drug Informatics Studio: An Ontology-based Integrative Research Environment for Clinical Informatics
S. Chen, L. Huang, R. Barnard, F. Hsu, B. Freedman, J. Su, Wake Forest School of Medicine

Asthma Onset Prediction Using Structured EMR Data
Y. Xiang, J. Xu, J. Du, D. Zhi, C. Tao, The University of Texas Health Science Center at Houston

Predicting Initial Lapse After Alcohol Detox Using mHealth: Sensitivity Analysis Results
M. Chih, University of Kentucky

Systematic Evaluation of Smartphone Applications for Breast Cancer Survivorship
A. Kapoor, East Carolina University; P. Nambisan, University of Wisconsin-Milwaukee; E. Baker, East Carolina University

Translating Community Input into Design of Contextualized Online Health Information Resources
M. Millery, V. Berges, R. Kukafka, Columbia University

Cognitive Studies of Knowledge Representation and Use of Mental Health Clinical Guidelines by Community Health Workers: A Framework
T. Sanghvi, New York Academy of Medicine; O. Chang, Fiji National University; S. Iyengar, Texas A&M Health Science Center; W. Irava, Fiji National University; V. Patel, New York Academy of Medicine

A FHIR-based Application to Improve Platelet Utilization and Transfusion Workflow
W. Gordon, Brigham and Women's Hospital/Massachusetts General Hospital/Harvard Medical School; S. Aronson, Partners Healthcare; W. Lane, Brigham and Women's Hospital/Harvard Medical School

Use of Electronic Health Record to Predict Family Relationships for Phenome-wide Research
X. Huang, University of Wisconsin-Madison; R. Elston, Case Western University; J. Mayer, Z. Ye, Marshfield Clinic Research Foundation; Y. He, D. Page, University of Wisconsin-Madison; S. Hebbring, Marshfield Clinic Research Foundation/University of Wisconsin-Madison

Validating Relational Information Displays of Clinical Performance
Z. Landis-Lewis, D. Lee, J. Rincon, V. Panicker, University of Michigan

The Development and Validation of a Task List for Use in Assessing the Impact of Novel Technologies on Nursing Activity
S. Slight, Newcastle University/Newcastle upon Tyne Hospitals NHS Foundation Trust/The Center for Patient Safety Research and Practice/Brigham and Women’s Hospital; E. Moore, Newcastle University; C. Tolley, Newcastle University/Newcastle upon Tyne Hospitals NHS Foundation Trust

Opportunities to Improve Methods for Increasing Participation in Cancer Clinical Trials
L. Gerido, Z. He, Florida State University

Analysis of Public Health Guidance for Infectious Diseases to Enable Location-aware Clinical Decision Support
J. Louis, L. Yingling, G. Del Fiol, C. Staes, University of Utah

A Qualitative Study to Understand Features and Contextual Factors Influencing Clinicians' Response to a Clinical Decision Support Alert in a Pragmatic Randomized Control Trial
L. Pencille, D. Finnie, M. Kessler, Mayo Clinic

Development and Validation on Detection of Poor Prognosis in Initially Stable Nonvariceal Upper Gastrointestinal Bleeding Using Various Machine Learning Algorithms
B. Park, I. Woo, W. Kim, N. Kim, University of Ulsan/College of Medicine/Asan Medical Center; D. Seo, University of California San Diego/University of Ulsan/College of Medicine/Asan Medical Center

Improved Visualization of Hierarchical Datasets with VIADS
M. Emerson, M. Brooks, D. Masters, J. Buskirk, N. Abukamail, C. Liu, Ohio University; J. Cimino, University of Alabama; J. Shubrook, Touro University; X. Jing, Ohio University

How the Common Model Facilitates a Maintainable and Repeatable Terminological Quality Assurance
E. Hwang, A. Sills, S. Choi, Deloitte

Prospective Evaluation of the Real-world Performance of a Machine Learning Algorithm to Predict 30-day Readmissions in Patients with Heart Failure Using Electronic Medical Record Data
S. Kakarmath, Partners Connected Health Innovation/Massachusetts General Hospital/Harvard Medical School; S. Golas, Partners Connected Health Innovation; J. Felsted, Partners Connected Health Innovation/Harvard Medical School; T. Shibahara, H. Aoki, Hitachi Ltd.; M. Takata, Hitachi America Ltd.; K. Naono, Hitachi Ltd.; J. Kvedar, K. Jethwani, S. Agboola, Partners Connected Health Innovation/Massachusetts General Hospital/Harvard Medical School

RxNav-in-a-Box – A Locally-installable Version of RxNav and Related APIs
L. Peters, R. Rice, O. Bodenreider, National Library of Medicine

Discovering Biomarker Interactions in Cancer Publications
F. Liu, P. Fontelo, National Library of Medicine

Extraction of DEXA Lab Values from SOAP Notes Using the MITRE Identification Scrubber Toolkit (MIST) to Perform Named Entity Recognition.
A. Oguntuga, A. Wilks, G. Tyagi, N. Nguyen, Practice Fusion

Linking Section Labels with Biomedical Relations in SemMedDB
D. Shin, H. Kilicoglu, National Library of Medicine

Deep Learning Strategies for Automatic Detection of Medication and Adverse Drug Events from Electronic Health Records
S. Wunnava, X. Qin, T. Kakar, E. Rundensteiner, X. Kong, Worcester Polytechnic Institute

Achieving Less Screen Time & More Patient Contact: Implementation of a New Documentation Workflow for Pediatric ICU Residents
C. Escovedo, University of California Los Angeles

Network Analysis of Chronological Relationships of Comorbidities in Veterans from a Prospective Screening Colonoscopy Trial
J. Hong, E. Hauser, Duke University/Durham VA Health Care System; T. Redding, K. Sims, Durham VA Health Care System; Z. Gellad, Duke University/Durham VA Health Care System; M. O'Leary, Durham VA Health Care System; T. Hyslop, Duke University/Durham VA Health Care System; A. Madison, Durham VA Health Care System; X. Qin, Duke University/Durham VA Health Care System; D. Weiss, Perry Point VA Medical Center; A. Bullard, R. Thomas, Durham VA Health Care System; C. Williams, B. Sullivan, Duke University/Durham VA Health Care System; M. Johnson, M. Turner, Durham VA Health Care System; D. Lieberman, VA Portland Health Care System/Oregon Health and Science University; D. Provenzale, Duke University/Durham VA Health Care System

Show and Tell: Informatics Visualization through Industry Partnerships
A. Krussel, C. Marich, A. Hoette, P. Payne, Washington University in St. Louis; M. Oxborrow, C. Ringer, Casual Astronaut

Workflow Challenges of a Mobile Clinical Decision Support System (SmartStart) for Prenatal Clinics
M. Ozkaynak, B. Gance-Cleveland, University of Colorado; K. Gilbert, HeartSmartKids; A. Kebapci, Koc University; N. Metcalf, H. Aldrich, University of Colorado

A Scalable Health Information Platform for Efficient Pre-screening and Consenting of Patients for Enrollment in Research Studies
K. Radhakrishna, V. Kashyap, V. Anantraman, R. Julooru, I. Rodriguez, E. Kimchi, J. Horsky, J. Chelico, Northwell Health

Developing a RadLex-based Name Entity Recognition Tool for Mining Free-text Radiology Reports
S. Tsuji, Mayo Clinic/Hokkaido University; A. Wen, G. Jiang, Mayo Clinic

Creating a Culture of Mobility: Using Real-time Assessment to Drive Outcomes
P. Ye, Avera McKennan Hospital & University Health Center

Software Package to Load Data from REDCap to PCORnet CDM 4.0
C. Borromeo, B. Shirey, N. Cappella, S. Visweswaran, J. Silverstein, M. Becich, University of Pittsburgh

Designs to Support Informed Hospitalized Patients
M. Khelifi, S. Haldar, S. Mishra, C. Apodaca, E. Beneteau, University of Washington; A. Pollack, Seattle Children's Hospital; W. Pratt, University of Washington

The Mayo Clinic Early Warning Score is Superior to MEWS, and Nursing Pattern Recognition Can Improve its Accuracy Further
S. Romero Brufau, K. Gaines, M. Johnson, J. Hickman, T. Therneau, J. Huddleston, Mayo Clinic

A Heuristic Evaluation of Numeric Identifiers for Safe Healthcare Delivery
H. Salmasian, Brigham and Women's Hospital; J. Adelman, Columbia University; A. Landman, A. Kachalia, Brigham and Women's Hospital

Awareness of Individuals Towards Phishing Attacks and the Effect of Educational Interventions on their Perceptions and Actions in a Pediatric Hospital
S. Lin,. Sezgin, The Research Institute of Nationwide Children's Hospital

An Electronic Phenotyping Algorithm for Automated Cohorting of Patients with Severe Acute Respiratory Distress Syndrome
A. Agrawal, M. Stewart, J. Hirsch, J. Chelico, S. Khader, N. Hajizadeh, Northwell Health

Vaccine Code Set Management Service
S. Myerburg, Centers for Disease Control and Prevention; P. Hawry, Deloitte Consulting, LLP

Development of a Mobile App to Aid Communication in the Maternity Ward
A. Mehdizadeh, University of Massachusetts Medical School; B. Tulu, R. Curtis, S. Friedlander, A. Gelinas, C. Hammer, A. Perullo, WPI; R. Callery, University of Massachusetts Medical School

How does a Smartphone App for Nurses affect Workflow and Documentation? Results from a Time Motion Study
K. Blondon, University Hospitals of Geneva/University of Geneva; D. Wu, University of Cincinnati; C. Lovis, F. Ehrler, University Hospitals of Geneva

A Generic Method for Weighting the Relevance of Diagnoses
P. Beeler, E. Battegay, University Hospital Zurich

Comparing Frequency of Diagnoses from Electronic Medical Record to Insurance Institutions
K. Bickett, T. Imler, Regenstrief Institute

Ambulatory Physicians’ EHR Self-efficacy Suggests Strategies for Teaching More Efficient Utilization of EHR Tools
M. Hellems, University of Virginia

A Cross-institutional Unified Data Request form to Standardize the Data Request Experience in Austin, TX
J. Rousseau, M. Sither, R. Peters, A. Khurshid, Dell Medical School

Leveraging the Electronic Health Record to Create an Automated Real-time Prognostic Tool for Peripheral Arterial Disease
A. Arruda-Olson, N. Afzal, V. Mallipeddi, A. Said, H. Moussa Pacha, S. Moon, A. Chaudhry, C. Scott, K. Bailey, V. Kaggal, G. Oderich, I. Kullo, R. Nishimura, R. Chaudhry, H. Liu, Mayo Clinic

What Do EHR Access Logs Tell Us About Workflow Patterns?
I. Danciu, Vanderbilt University; S. Weinberg, Vanderbilt University/Vanderbilt University Medical Center; D. Fabbri, K. Unertl, Vanderbilt University

Patients Journey in Primary Healthcare Centers: A Time and Motion Study
A. Jabour, Jazan University

Clinical Workflows for Collecting Family Health History in Primary Care
R. Waller, B. Hill, H. Kramer, P. Ghani, V. Chidambaram, D. Borbolla, University of Utah; W. Kohlmann, Huntsman Cancer Institute; J. Schiffman, Huntsman Cancer Institute/University of Utah; M. Flynn, R. Hess, K. Kawamoto, G. Del Fiol, C. Weir, University of Utah

CLAMP-PA: A Machine Learning Based Pre-annotation Pipeline for Corpus Construction of Clinical Concepts
Y. Zhang, Q. Wei,; J. Wang, H. Xu, The University of Texas Health Science Center at Houston

Identifying Concepts of Nurses’ Concerns Using a Standard Nursing Terminology
M. Kang, P. Dykes, Z. Korach, L. Zhou, Brigham & Women's Hospital; J. Thate, Siena College; K. Whalen, Massachusetts General Hospital; K. Schnock, Brigham & Women's Hospital; C. Knaplund, Columbia University; B. Couture, Brigham & Women's Hospital; K. Cato, S. Collins, Columbia University

Increasing UMLS Coverage and Reducing Ambiguity via Automated Creation of Synonymous Terms
F. Lang, J. Mork, D. Demner-Fushman, A. Aronson, NIH

Annotating Social Determinants of Health and Functional Status Information Using Publicly Accessible Corpora
R. Reeves, Vanderbilt University Medical Center/Department of Veterans Affairs; B. South, University of Utah; G. Gobbel, Vanderbilt University Medical Center; L. Christensen, University of Utah; P. Thompson, The Dartmouth Institute/Dartmouth College; W. Chapman, University of Utah; M. Matheny, Vanderbilt University Medical Center; J. Brown, The Dartmouth Institute/Dartmouth College

Application of Computer Vision and Machine Learning for Patterns’ Detection and Automatic Anxiety Recognition in Drivers
W. Bastos, G. Gotardi, Universidade Federal de São Paulo; M. Navarro, University of Portsmouth; S. Rodrigues, Universidade Estadual Paulista; M. Guimarães, F. Mancini, Universidade Federal de São Paulo

Modified t-SNE with Distance Hierarchies to Obtain More Predictive Results in Healthy Singaporean Population
K. Douglas, P. Derdeyn, Systems Imagination

Comparison of Data Mining Methods to Predict Sharing of Patient-generated Health Data
A. Griffin, A. Chung, University of North Carolina Chapel Hill

Feature Extraction by Machine Learning from Dyslexic’s Readings
A. Junior, E. Gonçalves, I. Meister, C. Avila, Universidade Federal de São Paulo; M. Navarro, University of Portsmouth; F. Mancini, Universidade Federal de São Paulo