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