Pathway-aware multimodal transformer (PAMT) : Integrating pathological image and gene expression for interpretable cancer survival analysis
Integrating multimodal data of pathological image and gene expression for cancer survival analysis can achieve better results than using a single modality. However, existing multimodal learning methods ignore fine-grained interactions between both modalities, especially the interactions between biol...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 18. Sept.
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| Auteur principal: |
Yan, Rui
(Auteur) |
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| Autres auteurs: |
Zhang, Xueyuan,
Jiang, Zihang,
Wang, Baizhi,
Bian, Xiuwu,
Ren, Fei,
Zhou, S Kevin |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2025
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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