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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.
Artículo
en Inglés
| MEDLINE | ID: mdl-38621641
2.
The importance of social activity to risk of major depression in older adults.
Psychol Med
; 53(6): 2634-2642, 2023 04.
Artículo
en Inglés
| MEDLINE | ID: mdl-34763736
3.
The genetic contribution to the comorbidity of depression and anxiety: a multi-site electronic health records study of almost 178 000 people.
Psychol Med
; 53(15): 7368-7374, 2023 Nov.
Artículo
en Inglés
| MEDLINE | ID: mdl-38078748
4.
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.
Artículo
en Inglés
| MEDLINE | ID: mdl-37429512
5.
A multisite comparison using electronic health records and natural language processing to identify the association between suicidality and hospital readmission amongst patients with eating disorders.
Int J Eat Disord
; 56(8): 1581-1592, 2023 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-37194359
6.
Risk stratification models for predicting preventable hospitalization in commercially insured late middle-aged adults with depression.
BMC Health Serv Res
; 23(1): 621, 2023 Jun 13.
Artículo
en Inglés
| MEDLINE | ID: mdl-37312121
7.
Drug knowledge bases and their applications in biomedical informatics research.
Brief Bioinform
; 20(4): 1308-1321, 2019 07 19.
Artículo
en Inglés
| MEDLINE | ID: mdl-29304188
8.
Machine Learning to Differentiate Risk of Suicide Attempt and Self-harm After General Medical Hospitalization of Women With Mental Illness.
Med Care
; 59: S58-S64, 2021 02 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-33438884
9.
Estimation of postpartum depression risk from electronic health records using machine learning.
BMC Pregnancy Childbirth
; 21(1): 630, 2021 Sep 17.
Artículo
en Inglés
| MEDLINE | ID: mdl-34535116
10.
Identifying urban built environment factors in pregnancy care and maternal mental health outcomes.
BMC Pregnancy Childbirth
; 21(1): 599, 2021 Sep 04.
Artículo
en Inglés
| MEDLINE | ID: mdl-34481472
11.
Performance of Electronic Health Record Diagnosis Codes for Ambulatory Heart Failure Encounters.
J Card Fail
; 26(12): 1060-1066, 2020 Dec.
Artículo
en Inglés
| MEDLINE | ID: mdl-32755626
12.
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.
Artículo
en Inglés
| MEDLINE | ID: mdl-31911172
13.
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.
Artículo
en Inglés
| MEDLINE | ID: mdl-31622801
14.
Developing a portable natural language processing based phenotyping system.
BMC Med Inform Decis Mak
; 19(Suppl 3): 78, 2019 04 04.
Artículo
en Inglés
| MEDLINE | ID: mdl-30943974
15.
Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls.
J Biomed Inform
; 87: 88-95, 2018 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-30300713
16.
Time to achieving therapeutic international normalized ratio increases hospital length of stay after heart valve replacement surgery.
Am Heart J
; 187: 70-77, 2017 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-28454810
17.
Developing EHR-driven heart failure risk prediction models using CPXR(Log) with the probabilistic loss function.
J Biomed Inform
; 60: 260-9, 2016 Apr.
Artículo
en Inglés
| MEDLINE | ID: mdl-26844760
18.
Developing a data element repository to support EHR-driven phenotype algorithm authoring and execution.
J Biomed Inform
; 62: 232-42, 2016 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-27392645
19.
Quantifying the impact of chronic conditions on a diagnosis of major depressive disorder in adults: a cohort study using linked electronic medical records.
BMC Psychiatry
; 16: 114, 2016 Apr 26.
Artículo
en Inglés
| MEDLINE | ID: mdl-27112538
20.
Characterizing the epidemiology of postoperative transfusion-related acute lung injury.
Anesthesiology
; 122(1): 12-20, 2015 Jan.
Artículo
en Inglés
| MEDLINE | ID: mdl-25611652