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Multimodal deep learning to predict prognosis in adult and pediatric brain tumors

Authors :
Sandra Steyaert
Yeping Lina Qiu
Yuanning Zheng
Pritam Mukherjee
Hannes Vogel
Olivier Gevaert
Source :
Communications Medicine, Vol 3, Iss 1, Pp 1-15 (2023)
Publication Year :
2023
Publisher :
Nature Portfolio, 2023.

Abstract

Steyaert, Qiu et al. develop a deep learning framework for multimodal data fusion for adult and pediatric brain tumors. Multimodal data models combining histopathology imaging and gene expression data outperform single data models in predicting prognosis.

Subjects

Subjects :
Medicine

Details

Language :
English
ISSN :
2730664X
Volume :
3
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Communications Medicine
Publication Type :
Academic Journal
Accession number :
edsdoj.9707d4a0fb3549e0948a146a37d960f8
Document Type :
article
Full Text :
https://doi.org/10.1038/s43856-023-00276-y