HistoEM: A Pathologist-Guided and Explainable Workflow Using Histogram Embedding for Gland Classification
Alessandro Ferrero, Elham Ghelichkhan, Hamid Manoochehri, Man M. Ho, Daniel J. Albertson, Ben J. Brintz, Tolga Taşdizen, Ross Whitaker, Beatrice S. Knudsen
Topics & Concepts
Digital pathologyComputer scienceGrading (engineering)Artificial intelligenceProstate cancerHistogramSegmentationPattern recognition (psychology)Convolutional neural networkPathologyH&E stainCancerMedicineImmunohistochemistryBiologyInternal medicineEcologyImage (mathematics)AI in cancer detectionProstate Cancer Diagnosis and TreatmentRadiomics and Machine Learning in Medical Imaging