Radiology Denoising Multiphase Functional Cardiac CT Angiography Using Deep Learning and Synthetic Data. February 28, 2024
Cardiology | Radiology Using machine learning to enhance prediction of atrial fibrillation recurrence after catheter ablation. December 4, 2023
Radiology Deep Learning Image Reconstruction for CT: Technical Principles and Clinical Prospects. January 31, 2023
Radiology Toward Foundational Deep Learning Models for Medical Imaging in the New Era of Transformer Networks. December 16, 2022
Radiology Use of Variational Autoencoders with Unsupervised Learning to Detect Incorrect Organ Segmentations at CT. August 5, 2021
Cardiology | Radiology Reliable segmentation of 2D cardiac magnetic resonance perfusion image sequences using time as the 3rd dimension. November 28, 2020
Cardiology | Radiology Atherosclerotic Plaque Burden on Abdominal CT: Automated Assessment With Deep Learning on Noncontrast and Contrast-enhanced Scans. September 22, 2020
Radiology Liver Steatosis Categorization on Contrast-Enhanced CT Using a Fully-Automated Deep Learning Volumetric Segmentation Tool: Evaluation in 1,204 Heathy Adults Using Unenhanced CT as Reference Standard. September 16, 2020
Cardiology | Radiology Automated CT biomarkers for opportunistic prediction of future cardiovascular events and mortality in an asymptomatic screening population: a retrospective cohort study. August 31, 2020
Radiology Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks. November 15, 2019
Gastroenterology | Radiology Automated Liver Fat Quantification at Nonenhanced Abdominal CT for Population-based Steatosis Assessment. September 18, 2019