Neurology | Oncology | Radiology Survival prediction of patients suffering from glioblastoma based on two-branch DenseNet using multi-channel features. January 19, 2021
Neurosurgery | Oncology | Radiology Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach. December 9, 2020
Neurology | Oncology | Radiology Diffusion and perfusion MRI radiomics obtained from deep learning segmentation provides reproducible and comparable diagnostic model to human in post-treatment glioblastoma. October 31, 2020
Neurology | Oncology | Radiology Automatic Prediction of MGMT Status in Glioblastoma via Deep Learning-Based MR Image Analysis. October 8, 2020
Neurology | Radiation Oncology Machine Learning Model to Predict Pseudoprogression Versus Progression in Glioblastoma Using MRI: A Multi-Institutional Study (KROG 18-07). September 24, 2020
Neurosurgery | Oncology | Radiology Multi-Parametric Deep Learning Model for Prediction of Overall Survival after Postoperative Concurrent Chemoradiotherapy in Glioblastoma Patients. August 22, 2020
Neurology | Oncology | Radiology Robust performance of deep learning for distinguishing glioblastoma from single brain metastasis using radiomic features: model development and validation. July 24, 2020
Neurology | Oncology | Radiology A fully automated artificial intelligence method for non-invasive, imaging-based identification of genetic alterations in glioblastomas. July 20, 2020
Neurology | Oncology | Radiology Deep learning for glioblastoma segmentation using preoperative magnetic resonance imaging identifies volumetric features associated with survival. July 14, 2020
Neurosurgery | Radiology Multi-scale segmentation in GBM treatment using diffusion tensor imaging. July 13, 2020
Medical Imaging | Neurology | Radiology Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning. June 24, 2020
Computational Biology | Genetics | Oncology Next Generation Sequencing and Machine Learning Technologies Are Painting the Epigenetic Portrait of Glioblastoma. June 5, 2020