Segmentation-Guided Deep Learning for Glioma Survival Risk Prediction with Multimodal MRI

Glioma survival risk prediction is of great significance for the individualized treatment and assessment programs. Currently, most deep learning based survival prediction paradigms rely on invasive and expensive histopathology and genomics methods. However, magnetic resonance imaging (MRI) has emerg...

Full description

Saved in:
Bibliographic Details
Main Authors: Jianhong Cheng, Hulin Kuang, Songhan Yang, Hailin Yue, Jin Liu, Jianxin Wang
Format: Article
Language:English
Published: Tsinghua University Press 2025-04-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2024.9020083
Tags: Add Tag
No Tags, Be the first to tag this record!