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Jul, 2023
计算病理学的视觉-语言基础模型探索
Towards a Visual-Language Foundation Model for Computational Pathology
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Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Richard J. Chen, Ivy Liang...
TL;DR
CONCH是一个基于多种来源的组织病理学图像、生物医学文本和117万图像标题对的视觉语言基础模型,可在涉及组织病理学图像和文本的各种下游任务中实现最先进的性能,为机器学习基于工作流程提供极少或无需进一步监督微调的可能性。
Abstract
The accelerated adoption of
digital pathology
and advances in
deep learning
have enabled the development of powerful models for various pathology tasks across a diverse array of diseases and patient cohorts. Howe
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