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Informatics Summit AI Showcase 2023

AI Showcase - Session 1 | Stage 1

March 13, 2023 | 3:30 p.m. - 5:00 p.m.

Full details

  • Machine Learning Based Dental Caries Prediction Model Using Matched Electronic Dental Records and Social Determinants of Health Data
  • Breast Cancer CArdiotoxicity Risks prEdiction (CARE) Tool: Approach and Evaluation
  • Privacy-preserving Surgical Phase Recognition with Federated Learning in Robot-assisted Surgery
  • Development and Validation of a Machine Learning Model for Early Detection of Pediatric Sepsis
  • Classifying In Basket Message Acuity
  • Explainable Clinical Decision Support System for Patient Rehabilitation Outcomes Prediction After Spinal Deformity Surgery
  • Optimizing the Identification and Prediction of Statin Intolerance to Improve Statin Adherence Using Natural Language Processing and Machine Learning

Poster Session 1

March 13, 2023 | 5:00 p.m. - 6:30 p.m.

Full details

  • Optimizing the Identification and Prediction of Statin Intolerance to Improve Statin Adherence Using Natural Language Processing and Machine Learning
  • Predicting and Preventing Hospital Deterioration
  • Al-enabled Rib Fracture Diagnostic Tool
  • Developing a Neurosurgery Readmission Reduction Program (NSRRP) in an Adult Academic Health Center
  • Towards a Holistic Understanding of a Patient's History Using Clinical Narratives Enabled with a Clinical Language Model
  • Natural Language Processing-driven State Machines to Extract Social Needs from Unstructured Clinical Documentation
  • Discrimination, calibration, and point estimate accuracy of GRU-D-Weibull architecture for real-time individualized endpoint prediction
  • "Productionizing deep learning model for triaging immunohistochemisty (IHC) images
  • Automated machine learning in analysis Hepatitis B virus DNA laboratory results and decision support for prevention of fulminant liver failure
  • AI for Assisting Gene Indexing at the National Library of Medicine Stage I: an improved gene name recognition and normalization algorithm
  • Predicting the likelihood of urinary bladder carcinoma progression / recurrence using natural language processing and applied data science to create point-of-care assistive clinical-decision support tools"
  • Prediction of emergency visits of diabetic patients using integrated social determinants of health with electronic medical records
  • Moment-to-moment surgical skill assessmen in robotic surgery
  • Prototype Inception Model for Artificial Intelligence Translation: Perioperative Patient Assessment and Outcome Prediction in Department of Surgery
  • An Explainable Boosting Machine model to predict treatment of children at risk of sepsis within 6 hours of triage

AI Showcase - Session  2 | Stage 1

March 14, 2023 | 1:30 p.m. - 3:00 p.m.

Full details

  • SCOUT: An Natural Language Processing Tool to Automate Surgical Quality Assessment
  • Evaluation of the Trauma Intervention Prediction (TIP) Platform for the Implementation of an Intervention-Based Trauma Triage Prediction Model
  • Extracting meaningful social signals from patient-provider interactions
  • Mortality Risk Prediction for Patients with Chronic Diseases Using Electronic Health Records
  • A Machine Learning System to Enable Enhanced Decision Making for Outpatient Care in Oncology Patients
  • Utilizing Artificial Intelligence to Process Incoming Referral Documents: Technical Performance Study


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