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

• Päätekijät: Laxmi Gupta (Tekijä), Barbara Mara Klinkhammer (Tekijä), Claudia Seikrit (Tekijä), Nina Fan (Tekijä), Nassim Bouteldja (Tekijä), Philipp Gräbel (Tekijä), Michael Gadermayr (Tekijä), Peter Boor (Tekijä), Dorit Merhof (Tekijä)
• Aineistotyyppi: Kirja
• Julkaistu: Elsevier, 2022-01-01T00:00:00Z.
• Aiheet: article
• Linkit: 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...