From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology

In pre-clinical pathology, there is a paradox between the abundance of raw data (whole slide images from many organs of many individual animals) and the lack of pixel-level slide annotations done by pathologists. Due to time constraints and requirements from regulatory authorities, diagnoses are ins...

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Bibliographische Detailangaben

Hauptverfasser:	Bertolini, Marco, Le, Van-Khoa, Pencharz, Jake, Poehlmann, Andreas, Clevert, Djork-Arné, Villalba, Santiago, Montanari, Floriane
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
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