Critical Care | Intensive Care | Pulmonology Development and Validation of a Deep Learning Classifier Using Chest Radiographs to Predict Extubation Success in Patients Undergoing Invasive Mechanical Ventilation. June 27, 2024
Medical Imaging | Radiology A review of self-supervised, generative, and few-shot deep learning methods for data-limited magnetic resonance imaging segmentation. March 25, 2024
Biomedical Engineering | Imaging | Radiology Discovery Viewer (DV): Web-Based Medical AI Model Development Platform and Deployment Hub. December 23, 2023
Critical Care Medicine | Machine Learning | Pulmonology | Radiology A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and Validation. October 26, 2023
Orthopedics | Radiology Deep Learning for Automated Measurement of Patellofemoral Anatomic Landmarks. July 29, 2023
Pulmonology | Radiology Interstitial lung disease diagnosis and prognosis using an AI system integrating longitudinal data. April 20, 2023
Endocrinology | Gastroenterology | Neurology | Oncology | Pulmonology | Radiology RadImageNet: An Open Radiologic Deep Learning Research Dataset for Effective Transfer Learning. October 9, 2022
Neurology | Oncology | Radiology U-Net Based Segmentation and Characterization of Gliomas. September 28, 2022
Emergency Medicine | Radiology Combining Initial Radiographs and Clinical Variables Improves Deep Learning Prognostication in Patients with COVID-19 from the Emergency Department. April 30, 2021
Neurology | Radiology GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology. December 28, 2020