Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology
Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Oliver Lester Saldanha, Faisal Mahmood, Ming Y. Lu, Christian Trautwein, Rupert Langer, Bastian Dislich, Roman D. Buelow, Heike I. Grabsch, Hermann Brenner, Jenny Chang‐Claude, Elizabeth Alwers, Titus J. Brinker, Firas Khader, Daniel Truhn, Nadine T. Gaisa, Peter Boor, Michael Hoffmeister, Volkmar Schulz, Jakob Nikolas Kather
Topics & Concepts
Artificial intelligenceComputer scienceDigital pathologyMachine learningGround truthPattern recognition (psychology)Deep learningSupervised learningConvolutional neural networkSubtypingArtificial neural networkProgramming languageAI in cancer detectionColorectal Cancer Screening and DetectionRadiomics and Machine Learning in Medical Imaging