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

• Autores principales: Laxmi Gupta (Autor), Barbara Mara Klinkhammer (Autor), Claudia Seikrit (Autor), Nina Fan (Autor), Nassim Bouteldja (Autor), Philipp Gräbel (Autor), Michael Gadermayr (Autor), Peter Boor (Autor), Dorit Merhof (Autor)
• Formato: Libro
• Publicado: Elsevier, 2022-01-01T00:00:00Z.
• Materias: article
• Acceso en línea: 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...