Výsledky vyhledávání

Automated Identification of Eviction Status from Electronic Health Record Notes

Autor: Zonghai Yao, Jack Tsai, Weisong Liu, David A Levy, Emily Druhl, Joel I Reisman, Hong Yu

Objective: Evictions are important social and behavioral determinants of health. Evictions are associated with a cascade of negative events that can lead to unemployment, housing insecurity/homelessness, long-term poverty, and mental health problems.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::97d231ce37c43dd6ef984ba42a352908

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Learning to detect and understand drug discontinuation events from clinical narratives

Autor: Richeek Pradhan, Celena B. Peters, Adam J. Gordon, Brian C. Sauer, Emily Druhl, Elaine T. Freund, Weisong Liu, Fran Cunningham, Feifan Liu, Hong Yu

Publikováno v: Journal of the American Medical Informatics Association : JAMIA. 26(10)

Objective Identifying drug discontinuation (DDC) events and understanding their reasons are important for medication management and drug safety surveillance. Structured data resources are often incomplete and lack reason information. In this article,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e9075393e170e40a4d8c55f45da61c03
https://pubmed.ncbi.nlm.nih.gov/31034028

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Detecting Hypoglycemia Incidents Reported in Patients’ Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance (Preprint)

Autor: Jinying Chen, John Lalor, Weisong Liu, Emily Druhl, Edgard Granillo, Varsha G Vimalananda, Hong Yu

BACKGROUND Improper dosing of medications such as insulin can cause hypoglycemic episodes, which may lead to severe morbidity or even death. Although secure messaging was designed for exchanging nonurgent messages, patients sometimes report hypoglyce

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::bf0cd07dc392aabf6f88da6c251b3831
https://doi.org/10.2196/preprints.11990

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Detecting Hypoglycemia Incidents Reported in Patients’ Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance

Autor: Emily Druhl, Varsha G. Vimalananda, Weisong Liu, Jinying Chen, Edgard A. Granillo, Hong Yu, John P. Lalor

Publikováno v: Journal of Medical Internet Research

Background: Improper dosing of medications such as insulin can cause hypoglycemic episodes, which may lead to severe morbidity or even death. Although secure messaging was designed for exchanging nonurgent messages, patients sometimes report hypoglyc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5ed2bf2b75cac4d227f2f7f4c1eadd55
https://doi.org/10.2196/11990

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A Natural Language Processing System That Links Medical Terms in Electronic Health Record Notes to Lay Definitions: System Development Using Physician Reviews

Autor: Cynthia Brandt, Hong Yu, Emily Druhl, Samir Malkani, Jinying Chen, Varsha G. Vimalananda, Balaji Polepalli Ramesh, Donna M. Zulman, Thomas K. Houston

Publikováno v: Journal of Medical Internet Research

Background: Many health care systems now allow patients to access their electronic health record (EHR) notes online through patient portals. Medical jargon in EHR notes can confuse patients, which may interfere with potential benefits of patient acce

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f807beaedfa99ddfeb4591a9e81aa8bc
https://doi.org/10.2196/jmir.8669

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