Neurology | Oncology | Radiology Deep learning-based end-to-end scan-type classification, pre-processing, and segmentation of clinical neuro-oncology studies. September 12, 2024
Neurology | Oncology | Radiology Non-invasive classification of IDH mutation status of gliomas from multi-modal MRI using a 3D convolutional neural network. September 11, 2024
Geriatrics | Neurology Brain aging patterns in a large and diverse cohort of 49,482 individuals. August 15, 2024
Radiology Siam-VAE: A hybrid deep learning based anomaly detection framework for automated quality control of head CT scans. July 23, 2024
Neurology | Radiology Evaluating the relationship between magnetic resonance image quality metrics and deep learning-based segmentation accuracy of brain tumors. April 19, 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
Neurology | Oncology | Radiology MRI-based classification of IDH mutation and 1p/19q codeletion status of gliomas using a 2.5D hybrid multi-task convolutional neural network. May 8, 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
Critical Care Medicine | Neurology | Radiology Accelerating Prediction of Malignant Cerebral Edema After Ischemic Stroke with Automated Image Analysis and Explainable Neural Networks. August 21, 2021