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Showing 3071 - 3080 out of 8637
JAMIA Article

Machine learning approaches for electronic health records phenotyping: a methodical review.

January 18, 2023

Accurate and rapid phenotyping is a prerequisite to leveraging electronic health records for biomedical research. While early phenotyping relied on rule-based algorithms curated by experts, machine learning (ML) approaches have emerged as an alternative to improve scalability across phenotypes and healthcare settings. This study evaluates ML-based phenotyping with respect to (1) the data sources used, (2) the phenotypes considered, (3) the methods applied, and (4) the reporting and evaluation methods [...]

Author(s): Yang, Siyue, Varghese, Paul, Stephenson, Ellen, Tu, Karen, Gronsbell, Jessica

DOI: 10.1093/jamia/ocac216

JAMIA Article

Disparities in patient portal access and the role of providers in encouraging access and use.

January 18, 2023

The aim of this study was to identify racial and ethnic disparities in patient portal offers, access, and use and to examine the role of providers in facilitating access to electronic health information (EHI) by offering patient portals and encouraging their use.

Author(s): Richwine, Chelsea, Johnson, Christian, Patel, Vaishali

DOI: 10.1093/jamia/ocac227

Applied Clinical Informatics Article

Paging the Clinical Informatics Community: Respond STAT to Dobbs v. Jackson's Women's Health Organization.

January 1, 2023

Author(s): Arvisais-Anhalt, Simone, Ravi, Akshay, Weia, Benjamin, Aarts, Jos, Ahmad, Hasan B, Araj, Ellen, Bauml, Julie A, Benham-Hutchins, Marge, Boyd, Andrew D, Brecht-Doscher, Aimee, Butler-Henderson, Kerryn, Butte, Atul J, Cardilo, Anthony B, Chilukuri, Nymisha, Cho, Mildred K, Cohen, Jenny K, Craven, Catherine K, Crusco, Salvatore, Dadabhoy, Farah, Dash, Dev, DeBolt, Claire, Elkin, Peter L, Fayanju, Oluseyi A, Fochtmann, Laura J, Graham, Justin V, Hanna, John J, Hersh, William, Hofford, Mackenzie R, Hron, Jonathan D, Huang, Sean S, Jackson, Brian R, Kaplan, Bonnie, Kelly, William, Ko, Kyungmin, Koppel, Ross, Kurapati, Nikhil, Labbad, Gabriel, Lee, Julie J, Lehmann, Christoph U, Leitner, Stefano, Liao, Zachary C, Medford, Richard J, Melnick, Edward R, Muniyappa, Anoop N, Murray, Sara G, Neinstein, Aaron Barak, Nichols-Johnson, Victoria, Novak, Laurie Lovett, Ogan, William Scott, Ozeran, Larry, Pageler, Natalie M, Pandita, Deepti, Perumbeti, Ajay, Petersen, Carolyn, Pierce, Logan, Puttagunta, Raghuveer, Ramaswamy, Priya, Rogers, Kendall M, Rosenbloom, S Trent, Ryan, Angela, Saleh, Sameh, Sarabu, Chethan, Schreiber, Richard, Shaw, Kate A, Sim, Ida, Sirintrapun, S Joseph, Solomonides, Anthony, Spector, Jacob D, Starren, Justin B, Stoffel, Michelle, Subbian, Vignesh, Swanson, Karl, Tomes, Adrian, Trang, Karen, Unertl, Kim M, Weon, Jenny L, Whooley, Mary A, Wiley, Kevin, Williamson, Drew F K, Winkelstein, Peter, Wong, Jenson, Xie, James, Yarahuan, Julia K W, Yung, Nathan, Zera, Chloe, Ratanawongsa, Neda, Sadasivaiah, Shobha

DOI: 10.1055/a-2000-7590

Applied Clinical Informatics Article

Characterization of Laboratory Flow and Performance for Process Improvements via Application of Process Mining.

January 1, 2023

The rising level of laboratory automation provides an increasing number of logged events that can be used for the characterization of laboratory performance and process improvements. This abundance of data is often underutilized for improving laboratory efficiency.

Author(s): Tsai, Eline R, Tintu, Andrei N, Boucherie, Richard J, de Rijke, Yolanda B, Schotman, Hans H M, Demirtas, Derya

DOI: 10.1055/a-1996-8479

Applied Clinical Informatics Article

SEPRES: Intensive Care Unit Clinical Data Integration System to Predict Sepsis.

January 1, 2023

The lack of information interoperability between different devices and systems in the intensive care unit (ICU) hinders further utilization of data, especially for early warning of specific diseases in the ICU.

Author(s): Chen, Qiyu, Li, Ranran, Lin, ChihChe, Lai, Chiming, Huang, Yaling, Lu, Wenlian, Li, Lei

DOI: 10.1055/a-1990-3037

Applied Clinical Informatics Article

Continuous Glucose Monitoring and Other Wearable Devices to Assess Hypoglycemia among Older Adult Outpatients with Diabetes Mellitus.

January 1, 2023

Hypoglycemia (HG) causes symptoms that can be fatal, and confers risk of dementia. Wearable devices can improve measurement and feedback to patients and clinicians about HG events and risk.

Author(s): Weiner, Michael, Adeoye, Philip, Boeh, Margaret J, Bodke, Kunal, Broughton, Jessica, Butler, Anietra R, Dafferner, Mackenzie L, Dirlam, Lindsay A, Ferguson, Denisha, Keegan, Amanda L, Keith, NiCole R, Lee, Joy L, McCorkle, Corrina B, Pino, Daniel G, Shan, Mu, Srinivas, Preethi, Tang, Qing, Teal, Evgenia, Tu, Wanzhu, Savoy, April, Callahan, Christopher M, Clark, Daniel O

DOI: 10.1055/a-1975-4136

Applied Clinical Informatics Article

Evaluation of an Online Decision Aid for Selection of Contraceptive Methods.

January 1, 2023

Knowledge gaps in contraceptives led to their low adoption rates and misuse in young women. The existing online contraception decision aids missed certain decision factors deemed important to college-aged women and did not consistently provide clear and accurate recommendations. To address the needs of young women and the limitations in current tools, we developed a prototype contraception decision aid, My Contraceptive Choice (MCC). This article reports an evaluation study of [...]

Author(s): Redman, Molly, Brian, Jennifer, Wang, Dongwen

DOI: 10.1055/a-2004-2304

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