Bias reduction using combined stain normalization and augmentation for AI-based classification of histological images
Camille Franchet, Robin Schwob, Guillaume Bataillon, Charlotte Syrykh, Sarah Péricart, François-Xavier Frénois, Frédérique Penault‐Llorca, Magali Lacroix‐Triki, Laurent Arnould, Jérôme Lemonnier, Jean‐Marc Alliot, Thomas Filleron, Pierre Brousset
Topics & Concepts
Normalization (sociology)Artificial intelligenceComputer scienceGeneralizability theoryDigital pathologyPattern recognition (psychology)RGB color modelGrading (engineering)StainMachine learningMedicinePathologyStatisticsMathematicsAnthropologyEngineeringStainingSociologyCivil engineeringAI in cancer detectionRadiomics and Machine Learning in Medical ImagingDigital Imaging for Blood Diseases