Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model

Autor: Patra, Braja Gopal, Lepow, Lauren A., Kumar, Praneet Kasi Reddy Jagadeesh, Vekaria, Veer, Sharma, Mohit Manoj, Adekkanattu, Prakash, Fennessy, Brian, Hynes, Gavin, Landi, Isotta, Sanchez-Ruiz, Jorge A., Ryu, Euijung, Biernacka, Joanna M., Nadkarni, Girish N., Talati, Ardesheer, Weissman, Myrna, Olfson, Mark, Mann, J. John, Charney, Alexander W., Pathak, Jyotishman

Background: Social support (SS) and social isolation (SI) are social determinants of health (SDOH) associated with psychiatric outcomes. In electronic health records (EHRs), individual-level SS/SI is typically documented as narrative clinical notes r

Externí odkaz: http://arxiv.org/abs/2403.17199

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations

Autor: Lin, Mingquan, Xiao, Yunyu, Hou, Bojian, Wanyan, Tingyi, Sharma, Mohit Manoj, Wang, Zhangyang, Wang, Fei, Tassel, Sarah Van, Peng, Yifan

Publikováno v: AMIA Jt Summits Transl Sci Proc

In the United States, primary open-angle glaucoma (POAG) is the leading cause of blindness, especially among African American and Hispanic individuals. Deep learning has been widely used to detect POAG using fundus images as its performance is compar

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::6658e33b6de405dcc8f95ab2ef757851
https://europepmc.org/articles/PMC10283103/

24.4 Trends in Psychiatric Diagnoses by COVID-19 Infection and Hospitalization Among Youth With and Without Recent Clinical Psychiatric Diagnoses in New York City

Autor: Xiao, Yunyu, Sharma, Mohit Manoj, Thiruvalluru, Rohith, Gimbrone, Catherine, Weissman, Myrna, Keyes, Katherine, Olfson, Mark, Pathak, Jyotishman

Publikováno v: In Journal of the American Academy of Child & Adolescent Psychiatry October 2023 62(10) Supplement:S362-S362

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations.

Autor: Lin M; Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Xiao Y; Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Hou B; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania., Wanyan T; Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Sharma MM; Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Wang Z; Electrical and Computer Engineering, The University of Texas at Austin., Wang F; Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Tassel SV; Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Peng Y; Population Health Sciences, Weill Cornell Medicine, New York, NY, USA.

Publikováno v: AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science [AMIA Jt Summits Transl Sci Proc] 2023 Jun 16; Vol. 2023, pp. 370-377. Date of Electronic Publication: 2023 Jun 16 (Print Publication: 2023).