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PathoDuet: Models for Pathology Analysis by Nabil Chabane is a document available to read on EtoBox.
What is PathoDuet: Models for Pathology Analysis about?
The document introduces PathoDuet, a series of pretrained foundation models for analyzing histopathological images using self-supervised learning methods. It addresses the challenges of applying existing models to pathological images by proposing new pretext tasks that leverage relationships between different magnifications and stains. Experimental results demonstrate the effectiveness of PathoDuet across various downstream tasks, including cancer subtyping and IHC marker expression assessment.
- Author
- Nabil Chabane
- Language
- EN