bihorac \LAB

Software libraries

Project	Description	Link
iSDoH	iSDoH is the abbreviation of Intelligent Social and Environmental Determinants of Health	iSDoH

Research by topic

Artificial Intelligence/Machine Learning in Healthcare

Paper	Journal/Conference
Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks	Frontiers in Digital Health, 2022
Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks	Scientific Reports, 2023
Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System	Journal of the American College of Surgeons, 2023
A deep learning-based dynamic model for predicting acute kidney injury risk severity in postoperative patients	Surgery, 2023
Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures	Scientific Reports, 2024
Community-engaged artificial intelligence research: A scoping review	PLOS Digital Health, 2024

Healthcare Data Standards and Informatics

Paper	Journal/Conference
Fast Healthcare Interoperability Resources Data Standards: Scoping Review	JMIR Medical Informatics, 2023
Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review	JMIR Medical Informatics, 2023
Electronic Health Record Data Quality and Performance Assessments: Scoping Review	JMIR Medical Informatics, 2024

Clinical Outcomes and Care Quality

Paper	Journal/Conference
Predictive Modeling for Readmission to Intensive Care: A Systematic Review	Critical Care Explorations, 2023
Postoperative Overtriage to an Intensive Care Unit Is Associated with Low Value of Care	Annals of Surgery, 2023
Resource use for cholecystectomy with versus without cholangiography: A multicenter, propensity-matched analysis	Surgery, 2023
Association of Sociodemographic Factors With Overtriage, Undertriage, and Value of Care After Major Surgery	Annals of Surgery Open, 2024

Kidney-Related Research

Paper	Journal/Conference
Clinical Considerations for Patients Experiencing Acute Kidney Injury following Percutaneous Nephrolithotomy	Biomedicines, 2023
Challenges in Pharmacovigilance: Variability in the Criteria for Determining Drug-Associated Acute Kidney Injury in Retrospective, Observational Studies	Nephron, 2023
Intraoperative hypotension and postoperative acute kidney injury: A systematic review	The American Journal of Surgery, 2024
Development and validation of a race-agnostic computable phenotype for kidney health in adult hospitalized patients	Plos One, 2024

Clinical Trial Design and Diversity

Paper	Journal/Conference
A Systematic Review on Participant Diversity in Clinical Trials—Have We Made Progress for the Management of Obesity and Its Metabolic Sequelae in Diet, Drug, and Surgical Trials	J. Racial and Ethnic Health Disparities, 2022