Communications Medicine (Mar 2023)

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

  • Sandra Steyaert,
  • Yeping Lina Qiu,
  • Yuanning Zheng,
  • Pritam Mukherjee,
  • Hannes Vogel,
  • Olivier Gevaert

DOI
https://doi.org/10.1038/s43856-023-00276-y
Journal volume & issue
Vol. 3, no. 1
pp. 1 – 15

Abstract

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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.