A novel method for glioma segmentation and classification on pre-operative MRI scans using 3D U-Nets and transfer learning
This research paper proposes a novel approach that harnesses deep learning techniques to
address two critical objectives in brain tumor analysis: segmentation and classification. We …
address two critical objectives in brain tumor analysis: segmentation and classification. We …
Glioma Subtype Prediction Based on Radiomics of Tumor and Peritumoral Edema under Automatic Segmentation
X Sun, S Li, X Jing, C Yang, H Li, X Zhang, Z Li - 2024 - researchsquare.com
Comprehensive and non-invasive preoperative molecular diagnosis is important for
prognostic and therapy decision-making in adult-type diffuse gliomas. We developed a deep …
prognostic and therapy decision-making in adult-type diffuse gliomas. We developed a deep …