Radiology LDCT image biomarkers that matter most for the deep learning classification of indeterminate pulmonary nodules. June 7, 2024
Medical Imaging | Pulmonology | Radiology Multi-site, Multi-domain Airway Tree Modeling. September 16, 2023
Pulmonology | Radiology Direct Estimation of Regional Lung Volume Change from Paired and Single CT Images using Residual Regression Neural Network. March 17, 2023
Critical Care Medicine | Pulmonology | Radiology Deep learning-based lesion subtyping and prediction of clinical outcomes in COVID-19 pneumonia using chest CT. June 7, 2022
Artificial Intelligence | Respiratory Medicine Artificial Intelligence in COPD: New Venues to Study a Complex Disease. February 1, 2021
Radiology 3D Pulmonary Artery Segmentation from CTA Scans Using Deep Learning with Realistic Data Augmentation. June 4, 2020
Radiology Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans. June 4, 2020
Medical Imaging | Radiology Diffeomorphic Lung Registration Using Deep CNNs and Reinforced Learning. June 3, 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 Image Analysis | Radiology Targeting Precision with Data Augmented Samples in Deep Learning. May 26, 2020
Medical Imaging | Radiology LOCALIZING IMAGE-BASED BIOMARKER REGRESSION WITHOUT TRAINING MASKS: A NEW APPROACH TO BIOMARKER DISCOVERY. May 26, 2020