Critical Care Medicine | Internal Medicine Development and Prospective Validation of a Transparent Deep Learning Algorithm for Predicting Need for Mechanical Ventilation. June 24, 2020
Critical Care Medicine A patient specific forecasting model for human albumin based on deep neural networks. June 16, 2020
Critical Care Medicine | Internal Medicine | Machine Learning Early detection of sepsis utilizing deep learning on electronic health record event sequences. June 5, 2020
Critical Care Medicine Estimation and Tracking of Blood Pressure Using Routinely Acquired Photoplethysmographic Signals and Deep Neural Networks. May 19, 2020
Critical Care Medicine | Gastrointestinal Endoscopy | Infectious Disease COVID-19 pandemic and personal protective equipment shortage: protective efficacy comparing masks and scientific methods for respirator reuse. April 30, 2020
Critical Care Medicine | Data Science Deep Learning from Incomplete Data: Detecting Imminent Risk of Hospital-acquired Pneumonia in ICU Patients. April 20, 2020
Critical Care Medicine | Pulmonology Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data. April 20, 2020
Critical Care Medicine | Pulmonology Detection of patient-ventilator asynchrony from mechanical ventilation waveforms using a two-layer long short-term memory neural network. April 6, 2020
Critical Care Medicine | Internal Medicine Detecting Patient Deterioration Using Artificial Intelligence in a Rapid Response System. March 24, 2020
Critical Care Medicine | Nephrology Identifying Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks. January 8, 2020
Critical Care Medicine | Oncology | Radiology Body Composition Analysis of Computed Tomography Scans in Clinical Populations: The Role of Deep Learning. December 10, 2019
Critical Care Medicine Deep Learning in the Medical Domain: Predicting Cardiac Arrest Using Deep Learning. November 14, 2019