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

• Main Authors: Laxmi Gupta (Author), Barbara Mara Klinkhammer (Author), Claudia Seikrit (Author), Nina Fan (Author), Nassim Bouteldja (Author), Philipp Gräbel (Author), Michael Gadermayr (Author), Peter Boor (Author), Dorit Merhof (Author)
• Format: Book
• Published: Elsevier, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: 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...