Neurology | Radiology 3D U-Net for automated detection of multiple sclerosis lesions: utility of transfer learning from other pathologies. November 15, 2023
Infectious Disease | Neurology | Radiology Neuroimaging Patterns of Intracranial Infections: Meningitis, Cerebritis, and Their Complications. November 20, 2022
Neurology | Oncology Combining radiomics and deep convolutional neural network features from preoperative MRI for predicting clinically relevant genetic biomarkers in glioblastoma. May 25, 2022
Neuroradiology | Radiology Clinical Assessment of Deep Learning-based Super-Resolution for 3D Volumetric Brain MRI. April 8, 2022
Radiology Interinstitutional Portability of a Deep Learning Brain MRI Lesion Segmentation Algorithm. February 11, 2022
Radiology Feasibility of Simulated Postcontrast MRI of Glioblastomas and Lower-Grade Gliomas by Using Three-dimensional Fully Convolutional Neural Networks. October 7, 2021
Neurology | Radiology Subspecialty-Level Deep Gray Matter Differential Diagnoses with Deep Learning and Bayesian Networks on Clinical Brain MRI: A Pilot Study. May 3, 2021
Neuroradiology | Radiology Artificial Intelligence System Approaching Neuroradiologist-level Differential Diagnosis Accuracy at Brain MRI. April 7, 2020
Pathology | Radiology Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma. March 4, 2020
Neurology | Radiology Multi-Disease Segmentation of Gliomas and White Matter Hyperintensities in the BraTS Data Using a 3D Convolutional Neural Network. January 10, 2020