Radiology Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans. June 4, 2020
Cardiology | Radiology On the Relevance of the Loss Function in the Agatston Score Regression from Non-ECG Gated CT Scans. June 1, 2020
Medical Imaging | Radiology LOCALIZING IMAGE-BASED BIOMARKER REGRESSION WITHOUT TRAINING MASKS: A NEW APPROACH TO BIOMARKER DISCOVERY. May 26, 2020
Pulmonology | Radiology Disease Staging and Prognosis in Smokers Using Deep Learning in Chest Computed Tomography. April 9, 2019
Pulmonology | Radiology Pulmonary Artery-Vein Classification in CT Images Using Deep Learning. April 2, 2019
Pulmonology | Radiology Imaging Advances in Chronic Obstructive Pulmonary Disease. Insights from the Genetic Epidemiology of Chronic Obstructive Pulmonary Disease (COPDGene) Study. March 29, 2019
Radiology Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans. November 14, 2018
Cardiology | Radiology Automated Agatston Score Computation in non-ECG Gated CT Scans Using Deep Learning. November 14, 2018
Medical Imaging | Radiology Multiorgan structures detection using deep convolutional neural networks. November 14, 2018