Multimodal multi-instance evidence fusion neural networks for cancer survival prediction

Abstract Accurate cancer survival prediction plays a crucial role in assisting clinicians in formulating treatment plans. Multimodal data, such as histopathological images, genomic data, and clinical information, provide complementary and comprehensive information, significantly enhancing the accura...

Full description

Saved in:
Bibliographic Details
Main Authors: Hui Luo, Jiashuang Huang, Hengrong Ju, Tianyi Zhou, Weiping Ding
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-93770-3
Tags: Add Tag
No Tags, Be the first to tag this record!