Large-scale extraction of interpretable features provides new insights into kidney histopathology - A proof-of-concept study

• Auteurs principaux: Laxmi Gupta (Auteur), Barbara Mara Klinkhammer (Auteur), Claudia Seikrit (Auteur), Nina Fan (Auteur), Nassim Bouteldja (Auteur), Philipp Gräbel (Auteur), Michael Gadermayr (Auteur), Peter Boor (Auteur), Dorit Merhof (Auteur)
• Format: Livre
• Publié: Elsevier, 2022-01-01T00:00:00Z.
• Sujets: article
• Accès en ligne: Connect to this object online.

Whole slide images contain a magnitude of quantitative information that may not be fully explored in qualitative visual assessments. We propose: (1) a novel pipeline for extracting a comprehensive set of visual features, which are detectable by a pathologist, as well as sub-visual features, which ar...