Detalhe da pesquisa
1.
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias.
J Biomed Inform
; 153: 104642, 2024 May.
Artigo
em Inglês
| MEDLINE | ID: mdl-38621641
2.
AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.
J Biomed Inform
; 144: 104442, 2023 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-37429512
3.
Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.
J Biomed Inform
; 102: 103361, 2020 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-31911172
4.
Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries.
J Biomed Inform
; 99: 103310, 2019 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-31622801
5.
Detection of Personal and Family History of Suicidal Thoughts and Behaviors using Deep Learning and Natural Language Processing: A Multi-Site Study.
Res Sq
; 2024 Mar 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-38559051
6.
Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records.
Psychiatr Res Clin Pract
; 5(4): 118-125, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-38077277
7.
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.
Sci Rep
; 13(1): 294, 2023 01 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-36609415
8.
Comorbidity and healthcare utilization in patients with treatment resistant depression: A large-scale retrospective cohort analysis using electronic health records.
J Affect Disord
; 324: 102-113, 2023 03 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-36529406
9.
Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.
Sci Rep
; 13(1): 8102, 2023 05 19.
Artigo
em Inglês
| MEDLINE | ID: mdl-37208478
10.
Social connectedness as a determinant of mental health: A scoping review.
PLoS One
; 17(10): e0275004, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36228007
11.
Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
J Am Med Inform Assoc
; 29(9): 1449-1460, 2022 08 16.
Artigo
em Inglês
| MEDLINE | ID: mdl-35799370
12.
Predictive Modeling for Suicide-Related Outcomes and Risk Factors among Patients with Pain Conditions: A Systematic Review.
J Clin Med
; 11(16)2022 Aug 17.
Artigo
em Inglês
| MEDLINE | ID: mdl-36013053
13.
Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation.
J Psychiatr Res
; 136: 95-102, 2021 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-33581461
14.
Automated Extraction of Tumor Staging and Diagnosis Information From Surgical Pathology Reports.
JCO Clin Cancer Inform
; 5: 1054-1061, 2021 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-34694896
15.
CQL4NLP: Development and Integration of FHIR NLP Extensions in Clinical Quality Language for EHR-driven Phenotyping.
AMIA Jt Summits Transl Sci Proc
; 2021: 624-633, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-34457178
16.
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.
AMIA Annu Symp Proc
; 2021: 1225-1233, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-35309014
17.
Extracting social determinants of health from electronic health records using natural language processing: a systematic review.
J Am Med Inform Assoc
; 28(12): 2716-2727, 2021 11 25.
Artigo
em Inglês
| MEDLINE | ID: mdl-34613399
18.
Subphenotyping depression using machine learning and electronic health records.
Learn Health Syst
; 4(4): e10241, 2020 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-33083540
19.
Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.
Learn Health Syst
; 4(4): e10246, 2020 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-33083543
20.
Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language.
Learn Health Syst
; 4(4): e10233, 2020 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-33083538