Deep learning can predict lymph node status directly from histology in colorectal cancer
Lennard Kiehl, Sara Kuntz, Julia Höhn, Tanja Jutzi, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Tim Holland‐Letz, Annette Kopp‐Schneider, Jenny Chang‐Claude, Alexander Brobeil, Christof von Kalle, Stefan Fröhling, Elizabeth Alwers, Hermann Brenner, Michael Hoffmeister, Titus J. Brinker
Topics & Concepts
MedicineColorectal cancerLogistic regressionArtificial intelligenceReceiver operating characteristicLymph nodeClassifier (UML)CohortConvolutional neural networkInternal medicineTest setOncologyMachine learningCancerComputer scienceAI in cancer detectionRadiomics and Machine Learning in Medical ImagingColorectal Cancer Surgical Treatments