Interactive AI Demo

Prostate MRI Radiomics — Inter-Reader Ambiguity Detection

An XGBoost classifier trained on ADC diffusion MRI cases from the Prostate158 dataset predicts whether two expert radiologists will disagree on ADC tumour delineation — using radiomic texture features extracted from the same ADC modality.

ADC Radiomics · GLCM + Shape + First-OrderXGBoost · AUC 0.695-fold StratifiedKFoldADC features → ADC inter-reader Dice labelNo circular label

All cases are fully anonymized research data from the open-access Prostate158 dataset. Model predictions are for research purposes only and do not constitute medical advice.

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Select a case above to view the ADC slice and model inference.