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

Autor: Sandra Steyaert, Yeping Lina Qiu, Yuanning Zheng, Pritam Mukherjee, Hannes Vogel, Olivier Gevaert
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Communications Medicine, Vol 3, Iss 1, Pp 1-15 (2023)
Druh dokumentu: article
ISSN: 2730-664X
DOI: 10.1038/s43856-023-00276-y
Popis: 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.
Databáze: Directory of Open Access Journals