histopathology

"我们的方法成功地减轻了计算病理学基础模型的稳健性问题，而无需重新训练基础模型本身，从而能够开发出适用于日常临床实践中真实世界数据的稳健计算病理学模型。"

"A DANN trained on labeled breast and colon data and adapted to unlabeled lung data reaches 95.56% accuracy."

"TICON is a slide-level tile contextualizer."

"DA-SSL leverages self-supervised learning to adapt foundational models."

"The research focuses on weakly supervised learning for histopathology image segmentation."

"The article's focus is on spatial analysis within AI-segmented histopathology images."

"NOVA is an agentic framework for automated histopathology analysis and discovery."