| 36657179 | Building an automated, machine learning-enabled platform for predicting post-operative complications. | Physiol Meas | 2023 |
| 37853103 | Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis. | Sci Rep | 2023 |
| 37646309 | Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review. | JMIR Med Inform | 2023 |
| 35797553 | Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of Care. | Ann Surg | 2023 |
| 37316372 | A deep learning-based dynamic model for predicting acute kidney injury risk severity in postoperative patients. | Surgery | 2023 |
| 36945689 | Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis. | ArXiv | 2023 |
| 36648256 | Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System. | J Am Coll Surg | 2023 |
| 36681755 | Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks. | Sci Rep | 2023 |
| 36727772 | Retrospective value assessment of a dedicated, trauma hybrid operating room. | J Trauma Acute Care Surg | 2023 |
| 36699252 | Predictive Modeling for Readmission to Intensive Care: A Systematic Review. | Crit Care Explor | 2023 |
| 34261886 | Aligning Patient Acuity With Resource Intensity After Major Surgery: A Scoping Review. | Ann Surg | 2022 |
| 35576007 | Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform. | JAMA Netw Open | 2022 |
| 36590701 | Physiologic signatures within six hours of hospitalization identify acute illness phenotypes. | PLOS Digit Health | 2022 |
| 36590140 | Uncertainty-aware deep learning in healthcare: A scoping review. | PLOS Digit Health | 2022 |
| 36532301 | Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible. | PLOS Digit Health | 2022 |
| 36305781 | A framework for a consistent and reproducible evaluation of manual review for patient matching algorithms. | J Am Med Inform Assoc | 2022 |
| 36325438 | Federated learning for preserving data privacy in collaborative healthcare research. | Digit Health | 2022 |
| 32482979 | Metabolomic Profiling for Diagnosis and Prognostication in Surgery: A Scoping Review. | Ann Surg | 2021 |
| 33718920 | Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU. | Front Digit Health | 2021 |
| 34757993 | Advances in artificial intelligence and deep learning systems in ICU-related acute kidney injury. | Curr Opin Crit Care | 2021 |
| 34757412 | Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity. | JAMA Netw Open | 2021 |
| 34723289 | Pain Action Unit Detection in Critically Ill Patients. | Proc COMPSAC | 2021 |
| 33436272 | Reinforcement learning in surgery. | Surgery | 2021 |
| 32531520 | Added Value of Intraoperative Data for Predicting Postoperative Complications: The MySurgeryRisk PostOp Extension. | J Surg Res | 2020 |
| 32011817 | Cardiovascular death and progression to end-stage renal disease after major surgery in elderly patients. | BJS Open | 2020 |
| 33354672 | ICU Delirium-Prediction Models: A Systematic Review. | Crit Care Explor | 2020 |
| 32695991 | Improving the Intensive Care Patient Experience With Virtual Reality-A Feasibility Study. | Crit Care Explor | 2020 |
| 30792011 | Comparing clinical judgment with the MySurgeryRisk algorithm for preoperative risk assessment: A pilot usability study. | Surgery | 2019 |
| 31142754 | Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning. | Sci Rep | 2019 |
| 27238354 | Preoperative assessment of the risk for multiple complications after surgery. | Surgery | 2016 |