Critical Care Medicine | Infectious Diseases | Internal Medicine A Deep Learning Approach for Predicting Severity of COVID-19 Patients Using A Parsimonious Set of Laboratory Markers. December 6, 2021
Medical Imaging | Pulmonology | Radiology Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort. May 2, 2021
Radiology Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT. April 30, 2021
Radiology A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate: Results of a Multireader, Multicase Study. March 31, 2021
Radiology Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings. March 9, 2021
Oncology | Radiology | Urology Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept. November 18, 2020
Infectious Diseases | Pulmonology | Radiology Quantification of Tomographic Patterns associated with COVID-19 from Chest CT. June 18, 2020
Computer Science | Medical Imaging | Radiology Combo loss: Handling input and output imbalance in multi-organ segmentation. May 29, 2019
Cardiology | Radiology Artificial Intelligence in Cardiovascular Imaging: JACC State-of-the-Art Review. April 21, 2019
Medical Imaging | Radiology Towards intelligent robust detection of anatomical structures in incomplete volumetric data. February 20, 2019
Cardiology | Radiology Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing. November 11, 2017