Radiology Reduction in Radiologist Interpretation Time of Serial CT and MR Imaging Findings with Deep Learning Identification of Relevant Priors, Series and Finding Locations. May 20, 2023
Radiology Diagnostic accuracy of automated ACR BI-RADS breast density classification using deep convolutional neural networks. March 1, 2023
Medical Informatics | Radiology Natural Language Processing and Graph Theory: Making Sense of Imaging Records in a Novel Representation Frame. December 21, 2022
Radiology Automated Detection, Segmentation, and Classification of Pleural Effusion From Computed Tomography Scans Using Machine Learning. August 27, 2022
Pulmonology | Radiology Automated quantification of airway wall thickness on chest CT using retina U-Nets – Performance evaluation and application to a large cohort of chest CTs of COPD patients. August 13, 2022
Cardiology | Radiology Fully automated guideline-compliant diameter measurements of the thoracic aorta on ECG-gated CT angiography using deep learning. October 4, 2021
Radiology Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation, Histograms and HU Thresholds. April 30, 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
Radiology Assessment of a Deep Learning Algorithm for the Detection of Rib Fractures on Whole-Body Trauma Computed Tomography. June 11, 2020