Neurology | Radiology A Deep Network for Joint Registration and Reconstruction of Images with Pathologies. August 12, 2021
Neurology | Oncology | Radiology Analyzing magnetic resonance imaging data from glioma patients using deep learning. February 11, 2021
Machine Learning | Medicine Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data. August 1, 2020
Neurology | Oncology | Radiology Brain Extraction on MRI Scans in Presence of Diffuse Glioma: Multi-institutional Performance Evaluation of Deep Learning Methods and Robust Modality-Agnostic Training. June 30, 2020
Medical Imaging | Neurology | Radiology Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning. June 24, 2020
Neurology | Oncology | Pathology Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches. March 10, 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 Systematic Evaluation of Image Tiling Adverse Effects on Deep Learning Semantic Segmentation. March 2, 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
Neurology | Radiology Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation. June 27, 2019
Neurology | Radiology Brain extraction from normal and pathological images: A joint PCA/Image-Reconstruction approach. February 1, 2019