Neurology | Radiology Extended nnU-Net for brain metastasis detection and segmentation in contrast-enhanced MRI with a large multi-institutional dataset. July 26, 2024
Neurology | Radiology Evaluating deep learning methods in detecting and segmenting different sizes of brain metastases on 3D post-contrast T1-weighted images. May 27, 2021
Medical Imaging | Pulmonology | Radiology Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort. May 2, 2021
Radiology Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT. April 30, 2021
Neurology | Radiology GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology. December 28, 2020
Infectious Diseases | Pulmonology | Radiology Quantification of Tomographic Patterns associated with COVID-19 from Chest CT. June 18, 2020
Neurology | Radiology Deep learning of joint myelin and T1w MRI features in normal-appearing brain tissue to distinguish between multiple sclerosis patients and healthy controls. November 13, 2018
Neurology | Radiology Modeling the variability in brain morphology and lesion distribution in multiple sclerosis by deep learning. December 8, 2014