From classical machine learning to emerging foundation models: review on multimodal data integration for cancer research.
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| Title: | From classical machine learning to emerging foundation models: review on multimodal data integration for cancer research. |
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| Authors: | Muneer, Amgad1, Waqas, Muhammad1, Saad, Maliazurina B.1, Showkatian, Eman1, Bandyopadhyay, Rukhmini1, Xu, Hui1, Li, Wentao1, Chang, Joe Y.2, Liao, Zhongxing2, Haymaker, Cara3, Soto, Luisa Solis3, Wu, Carol C.4, Vokes, Natalie I.5, Le, Xiuning5, Byers, Lauren A.5, Gibbons, Don L.5, Heymach, John V.5, Zhang, Jianjun5, Wu, Jia1,5, jwu11@mdanderson.org |
| Source: | Artificial Intelligence Review; Apr2026, Vol. 59 Issue 4, p1-69, 69p |
| Database: | Applied Science & Technology Source |
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| ISSN: | 02692821 |
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| DOI: | 10.1007/s10462-026-11522-9 |
