selected publications
- Evaluation of Albumin Kinetics in Critically Ill Patients With Coronavirus Disease 2019 Compared to Those With Sepsis-Induced Acute Respiratory Distress Syndrome. Critical care explorations. 2021 Academic Article GET IT
- AI for COVID-19: Battling the pandemic with computational intelligence. Intelligent medicine. 2021 Review GET IT
-
Identifying organ dysfunction trajectory-based subphenotypes in critically ill patients with COVID-19.
Scientific reports.
2021
Academic Article
GET IT
Times cited: 17 -
Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.
Learning health systems.
2020
Academic Article
GET IT
Times cited: 12 -
Subphenotyping depression using machine learning and electronic health records.
Learning health systems.
2020
Academic Article
GET IT
Times cited: 11 -
Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language.
Learning health systems.
2020
Academic Article
GET IT
Times cited: 15 -
Deep learning in mental health outcome research: a scoping review.
Translational psychiatry.
2020
Information Resource
GET IT
Times cited: 146 -
Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2020
Academic Article
GET IT
Times cited: 8 -
Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2020
Academic Article
GET IT
Times cited: 13 -
Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.
Journal of biomedical informatics.
2020
Academic Article
GET IT
Times cited: 19 - Predictive Modeling of the Risk of Acute Kidney Injury in Critical Care: A Systematic Investigation of The Class Imbalance Problem. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2019 Academic Article GET IT