A whole-slide foundation model for digital pathology from real-world data 论文

2024Nature引用 592
AI in cancer detectionRadiomics and Machine Learning in Medical ImagingGenerative Adversarial Networks and Image Synthesis

摘要

by incorporating the pathology reports. In sum, Prov-GigaPath is an open-weight foundation model that achieves state-of-the-art performance on various digital pathology tasks, demonstrating the importance of real-world data and whole-slide modelling.