Neurology | Oncology | Radiology IDH1 mutation prediction using MR-based radiomics in glioblastoma: comparison between manual and fully automated deep learning-based approach of tumor segmentation. May 17, 2020
Neurology | Radiation Oncology | Radiology Fully automated brain resection cavity delineation for radiation target volume definition in glioblastoma patients using deep learning. May 7, 2020
Neuroimaging | Oncology Predicting MGMT Promoter Methylation of Glioblastoma from Dynamic Susceptibility Contrast Perfusion: A Radiomic Approach. May 6, 2020
Pathology Hyperspectral Imaging for the Detection of Glioblastoma Tumor Cells in H&E Slides Using Convolutional Neural Networks. April 2, 2020
Neurology | Oncology | Radiology Predicting Glioblastoma Recurrence from Preoperative MR Scans Using Fractional-Anisotropy Maps with Free-Water Suppression. March 24, 2020
Pathology | Radiology Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma. March 4, 2020
Neurology | Oncology | Radiology Feasibility of Multimodal MRI-Based Deep Learning Prediction of High Amino Acid Uptake Regions and Survival in Patients With Glioblastoma. January 10, 2020
Neurology | Oncology | Radiology Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients. January 6, 2020
Neurology | Oncology | Radiology A Comparison of the Efficiency of Using a Deep CNN Approach with Other Common Regression Methods for the Prediction of EGFR Expression in Glioblastoma Patients. December 4, 2019
Medical Imaging | Neurosurgery Surgical Aid Visualization System for Glioblastoma Tumor Identification based on Deep Learning and Hyperspectral Images of Human Patients. August 29, 2019
Neurology | Radiation Oncology | Radiology Deep learning derived tumor infiltration maps for personalized target definition in Glioblastoma radiotherapy. July 22, 2019
Neurology | Oncology | Radiology ONCOhabitats: A system for glioblastoma heterogeneity assessment through MRI. June 4, 2019