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...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 18. Sept.
|
|---|
| 1. Verfasser: |
Yan, Rui
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Zhang, Xueyuan,
Jiang, Zihang,
Wang, Baizhi,
Bian, Xiuwu,
Ren, Fei,
Zhou, S Kevin |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2025
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article |
|---|