most citedA Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction

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cs.CV2026

A Generative Foundation Model for Multimodal Histopathology

Jinxi Xiang, Mingjie Li, Siyu Hou +9

Accurate diagnosis and treatment of complex diseases require integrating histological, molecular, and clinical data, yet in practice these modalities are often incomplete owing to…

cs.CV2025

Ensemble learning of pathology foundation models for precision oncology

Xiangde Luo, Xiyue Wang, Feyisope Eweje +24

Histopathology is essential for cancer diagnosis and treatment selection, and pathology foundation models learn visual representations from whole-slide images (WSIs). However, exis…