Critical Care Medicine | Emergency Medicine Impact of a deep learning sepsis prediction model on quality of care and survival. January 23, 2024
Cardiology | Pediatrics A Deep Learning Framework for Image-Based Screening of Kawasaki Disease. December 12, 2023
Clinical Predictive Modeling | Healthcare Systems | Sepsis Prediction Unsupervised Detection and Correction of Model Calibration Shift at Test-Time. December 12, 2023
Emergency Medicine | Healthcare Development & Deployment of a Real-time Healthcare Predictive Analytics Platform. April 24, 2023
Radiology Differentiation of Fungal, Viral, and Bacterial Sepsis using Multimodal Deep Learning. April 24, 2023
Emergency Medicine | Infectious Diseases | Pediatrics A machine-learning algorithm for diagnosis of multisystem inflammatory syndrome in children and Kawasaki disease in the USA: a retrospective model development and validation study. September 23, 2022
Cardiology | Machine Learning | Pediatrics A deep convolutional neural network for Kawasaki disease diagnosis. September 14, 2022
Clinical Informatics | Machine Learning in Healthcare Leveraging clinical data across healthcare institutions for continual learning of predictive risk models. May 19, 2022
Hospital Medicine | Infectious Diseases | Pediatrics Deep Learning Model to Predict Serious Infection Among Children With Central Venous Lines. October 4, 2021
Artificial Intelligence | Emergency Medicine | Intensive Care Medicine Artificial intelligence sepsis prediction algorithm learns to say “I don’t know”. September 10, 2021
Critical Care Medicine Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis. May 3, 2021
Artificial Intelligence | Critical Care Medicine | Medical Informatics DeepAISE – An interpretable and recurrent neural survival model for early prediction of sepsis. March 9, 2021