Pre-Surgical Risk Stratification using Deep Learning on 12-lead ECGs for Non-Cardiac Populations

Predicting Anti-VEGF Therapy Response in Wet-AMD Patients

Perioperative Risk Assessment to Predict Hemodynamic Instability in Cardiac Surgery Patients

Early Dynamic Prediction of Organ System Deterioration in ICU Patients

Monitoring and Prediction of Cardiac Arrest in Pediatric ICU Patients with Machine Learning

Skin Tone Calibration of Pulse Oximeter Oxygen Saturation Data

Deep Learning Detection of Subtle Dynamic Ocular Torsion from Video Ocular Counter Roll (vOCR)

Machine Learning Models to Differentiate the Etiology of Cutaneous Reactions in Post-Stem Cell Transplant Patients

Predicting Liberation from Mechanical Ventilation in the Intensive Care Unit

Predicting successful weaning outcomes of patients on MV using EHR data and Physiological Waveforms

Resisting Resistance: Using Machine Learning to Optimize Antibiotic Treatment

Prediction of Mobility After Stroke