Deep learning prediction of chemo-immunotherapy response using tumor perfusion ultrasound images
IntroductionTumor heterogeneity poses a significant challenge for predicting responses to cancer therapy, highlighting the need for the development of biomarkers to guide personalized treatment. Contrast-enhanced ultrasound (CEUS) imaging is an established method to assess tumor perfusion, which dir...
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| Autores principales: | , , , , , |
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| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
Frontiers Media S.A.
2026-06-01
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| Colección: | Frontiers in Artificial Intelligence |
| Materias: | |
| Acceso en línea: | https://www.frontiersin.org/articles/10.3389/frai.2026.1805416/full |
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