Radiomics and Radiogenomics in Neuro-oncology

Current Status of the Use of Machine Learning and Magnetic Resonance Imaging in the Field of Neuro- Radiomics.- Opportunities and Advances in Radiomics and Radiogenomics in Neuro-Oncology.- A Survey on Recent Advancements for AI Enabled Radiomics in Neuro-Oncology.- Multimodal MRI for Radiogenomic Analysis of PTEN Mutation in Glioblastoma.- Deep radiomic features from MRI scans predict survival outcome of recurrent glio-blastoma.- cuRadiomics: A GPU-based Radiomics Feature Extraction Toolkit.- On validating multimodal MRI based stratification of IDH genotype in high grade gliomas using CNNs and its comparison to radiomics.- Imaging signature of 1p/19q co-deletion status derived via machine learning in lower grade glioma.- A feature-pooling and signature-pooling method for feature selection for quantitative image analysis: application to a radiomics model for survival in glioma.- Radiomics-Enhanced Multi-Task Neural Network for Non-invasive Glioma Subtyp-ing and Segmentation.