| Project | Description | Link |
|---|---|---|
| iSDoH | iSDoH is the abbreviation of Intelligent Social and Environmental Determinants of Health | iSDoH |
| Paper | Journal/Conference |
|---|---|
| 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 |
| 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 |
| Association of Sociodemographic Factors With Overtriage, Undertriage, and Value of Care After Major Surgery | Annals of Surgery Open, 2024 |
| Paper | Journal/Conference |
|---|---|
| Intraoperative hypotension and postoperative acute kidney injury: A systematic review | The American Journal of Surgery, 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 |