Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation
Görkem Polat, İlkay Ergenç, Haluk Tarık Kani, Yeşim Özen Alahdab, Özlen Atuğ, Alptekin Temizel
Topics & Concepts
Categorical variableOrdinal regressionDiscriminative modelCross entropyUlcerative colitisEntropy (arrow of time)RegressionArtificial intelligenceRanking (information retrieval)Computer scienceRegression analysisMathematicsPattern recognition (psychology)StatisticsMedicineDiseaseInternal medicineQuantum mechanicsPhysicsColorectal Cancer Screening and DetectionRadiomics and Machine Learning in Medical ImagingMachine Learning in Healthcare