Neurosurgery | Oncology | Radiology Fully automatic mpMRI analysis using deep learning predicts peritumoral glioblastoma infiltration and subsequent recurrence. May 14, 2024
Genetics | Neurology | Oncology Investigating Causal Genetic Effects on Overall Survival of Glioblastoma Patients using Normalizing Flow and Structural Causal Model. April 23, 2024
Genetics | Geriatrics | Neurology Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals. February 14, 2024
Neurology | Radiology Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures. January 18, 2024
Genetics | Neurology | Psychiatry Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. January 8, 2024
Pathology | Radiology A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises. October 3, 2023
Cardiology | Neurology Assessment of Risk Factors and Clinical Importance of Enlarged Perivascular Spaces by Whole-Brain Investigation in the Multi-Ethnic Study of Atherosclerosis. April 24, 2023
Neurology | Radiology Image Harmonization: A Review of Statistical and Deep Learning Methods for Removing Batch Effects and Evaluation Metrics for Effective Harmonization. April 21, 2023
Neuro-Oncology | Pediatrics | Radiology Automated tumor segmentation and brain tissue extraction from multiparametric MRI of pediatric brain tumors: A multi-institutional study. April 13, 2023
Neurology | Radiology Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI. April 10, 2023
Neurology | Radiology QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation – Analysis of Ranking Scores and Benchmarking Results. March 31, 2023
Genetics | Neurology | Radiology Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. February 7, 2023