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1 . Report
Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model
저자
by
Patra, Braja Gopal
;
Lepow, Lauren A.
;
Kumar, Praneet Kasi Reddy Jagadeesh
;
Vekaria, Veer
;
Sharma, Mohit Manoj
, et al.
소스
Open Access (Arxiv)
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7 . Academic Journal
Comorbidity and healthcare utilization in patients with treatment resistant depression: A large-scale retrospective cohort analysis using electronic health records.
저자
by
Adekkanattu, Prakash
;
Olfson, Mark
;
Susser, Leah C.
;
Patra, Braja
;
Vekaria, Veer
, et al.
소스
Journal of Affective Disorders
(J AFFECT DISORD), Mar2023; 324: 102-113. (12p)
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7 . Report
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies
저자
by
Yu, Zehao
;
Yang, Xi
;
Dang, Chong
;
Adekkanattu, Prakash
;
Patra, Braja Gopal
, et al.
소스
Journal of Biomedical Informatics, April 2024, 104642
Open Access (Arxiv)
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7 . Report
AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease
저자
by
Mao, Chengsheng
;
Xu, Jie
;
Rasmussen, Luke
;
Li, Yikuan
;
Adekkanattu, Prakash
, et al.
소스
Open Access (Arxiv)
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7 . Academic Journal
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias
저자
by
Yu, Zehao
;
Peng, Cheng
;
Yang, Xi
;
Dang, Chong
;
Adekkanattu, Prakash
, et al.
소스
In
Journal of Biomedical Informatics
May 2024 153
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7 . Academic Journal
Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
저자
by
Brandt, Pascal S
;
Pacheco, Jennifer A
;
Adekkanattu, Prakash
;
Sholle, Evan T
;
Abedian, Sajjad
, et al.
소스
Journal of the American Medical Informatics Association
(J AM MED INFORM ASSOC), Sep2022; 29(9): 1449-1460. (12p)
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7 . Academic Journal
Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records
저자
by
Zhenxing Xu
;
Veer Vekaria
;
Fei Wang
;
Judith Cukor
;
Chang Su
, et al.
소스
Psychiatric Research and Clinical Practice, Vol 5, Iss 4, Pp 118-125 (2023)
Open Access (Wiley)
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7 . Academic Journal
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study
저자
by
Adekkanattu, Prakash
;
Rasmussen, Luke V.
;
Pacheco, Jennifer A.
;
Kabariti, Joseph
;
Stone, Daniel J.
, et al.
소스
Scientific Reports
. 13(1)
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7 . Academic Journal
Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records
저자
by
Xu, Jie
;
Wang, Fei
;
Zang, Chengxi
;
Zhang, Hao
;
Niotis, Kellyann
, et al.
소스
Scientific Reports
. 13(1)
Web of Science
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7 . Academic Journal
AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease
저자
by
Mao, Chengsheng
;
Xu, Jie
;
Rasmussen, Luke
;
Li, Yikuan
;
Adekkanattu, Prakash
, et al.
소스
In
Journal of Biomedical Informatics
August 2023 144
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