From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research.

Amgad Muneer Muhammad Waqas 0007 Maliazurina B. Saad Eman Showkatian Rukhmini Bandyopadhyay Hui Xu Wentao Li Joe Y. Chang Zhongxing Liao Cara Haymaker Luisa Solis-Soto Carol C. Wu Natalie I. Vokes Xiuning Le Lauren A. Byers Don L. Gibbons John V. Heymach Jianjun Zhang Jia Wu 0009 From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research. 2025 July abs/2507.09028 CoRR https://doi.org/10.48550/arXiv.2507.09028 db/journals/corr/corr2507.html#abs-2507-09028 streams/journals/corr