Data- and knowledge-driven multimodal learning in computational pathology: A comprehensive survey

Computational pathology (CPath) is undergoing a transformative evolution, driven by the convergence of large-scale biomedical data and breakthroughs in deep learning and large language models. Medical data is collected using different measurement modalities or sources, each providing complementary i...

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Detalhes bibliográficos

Principais autores:	Mingxin Liu, Chengfei Cai, Depin Chen, Jun Li, Jinze Li, Wenlong Ming, Jun Xu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2026-06-01
Colecção:	EngMedicine
Assuntos:	Computational pathology Multimodal learning Data- and knowledge-driven Pathological foundation model
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2950489926000138
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