Neurology | Oncology | Radiology Biologically interpretable multi-task deep learning pipeline predicts molecular alterations, grade, and prognosis in glioma patients. August 16, 2024
Neurology | Oncology | Pathology Computational Pathology for Prediction of Isocitrate Dehydrogenase Gene Mutation from Whole-Slide Images in Adult Patients with Diffuse Glioma. February 7, 2024
Bioinformatics | Drug Research | Microbiology NMGMDA: a computational model for predicting potential microbe-drug associations based on minimize matrix nuclear norm and graph attention network. January 5, 2024
Neuropathology | Pathology Neuropathologist-level integrated classification of adult-type diffuse gliomas using deep learning from whole-slide pathological images. October 11, 2023
Pathology | Radiology Predicting 1p/19q co-deletion status from magnetic resonance imaging using deep learning in adult-type diffuse lower-grade gliomas: a discovery and validation study. February 12, 2023
Neurology | Oncology | Radiology Image-based deep learning identifies glioblastoma risk groups with genomic and transcriptomic heterogeneity: a multi-center study. August 24, 2022
Neurology | Pathology | Radiology Predicting 1p/19q co-deletion status from magnetic resonance imaging using deep learning in adult-type diffuse lower-grade gliomas: a discovery and validation study. November 16, 2021
Neurology | Oncology | Radiology Deep learning features from diffusion tensor imaging improve glioma stratification and identify risk groups with distinct molecular pathway activities. September 26, 2021