Pulmonology | Radiology Using 3D point cloud and graph-based neural networks to improve the estimation of pulmonary function tests from chest CT. September 28, 2024
Medical Physics | Radiation Oncology Large-scale dose evaluation of deep learning organ contours in head-and-neck radiotherapy by leveraging existing plans. April 18, 2024
Medical Physics | Radiology AI-based motion artifact severity estimation in undersampled MRI allowing for selection of appropriate reconstruction models. January 3, 2024
Radiology Automated quantification of the pulmonary vasculature in pulmonary embolism and chronic thromboembolic pulmonary hypertension. May 2, 2023
and Throat | Ear | Nose | Skull Base Fully Automated 3D Vestibular Schwannoma Segmentation with and without Gadolinium-based Contrast Material: A Multicenter, Multivendor Study. August 4, 2022
Neuroimaging | Radiology Personalized local SAR prediction for parallel transmit neuroimaging at 7T from a single T1-weighted dataset. March 28, 2022
Radiology Effciently Compressing 3D Medical Images for Teleinterventions via CNNs and Anisotropic Diffusion. March 3, 2021
Medical Physics | Radiation Oncology Robust contour propagation using deep learning and image registration for online adaptive proton therapy of prostate cancer. May 21, 2019
Cardiology | Radiology A deep learning framework for unsupervised affine and deformable image registration. April 22, 2019