Pathology Correlating Deep Learning-Based Automated Reference Kidney Histomorphometry with Patient Demographics and Creatinine. November 15, 2023
Nephrology | Surgery A deep learning-based dynamic model for predicting acute kidney injury risk severity in postoperative patients. June 14, 2023
Nephrology | Pathology Correlating Deep Learning-Based Automated Reference Kidney Histomorphometry with Patient Demographics and Creatinine. June 9, 2023
Clinical Decision Support | Machine Learning | Surgical Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks. January 21, 2023
Critical Care | Health Informatics | Surgery Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System. January 17, 2023
Clinical Informatics | Critical Care Medicine Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks. November 28, 2022
Artificial Intelligence | Healthcare Federated learning for preserving data privacy in collaborative healthcare research. November 4, 2022
Artificial Intelligence | Critical Care Medicine | Nephrology Advances in artificial intelligence and deep learning systems in ICU-related acute kidney injury. November 10, 2021
Artificial Intelligence | Digital Health | Intensive Care Medicine Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU. March 15, 2021
Critical Care Medicine | Intensive Care Unit (ICU) Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning. May 30, 2019
Critical Care Medicine DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning. February 22, 2019