On the Link Between Model Performance and Causal Scoring of Medical Image Explanations

Author:

Flores-Araiza Daniel1,Villegas-Jimenez Armando2,Lopez-Tiro Francisco1,Gonzalez-Mendoza Miguel1,Rodríguez-Guéant Rosa-Maria3,Hubert Jacques4,Ochoa-Ruiz Gilberto1,Daul Christian5

Affiliation:

1. Tecnologico de Monterrey, School of Engineering and Sciences,Mexico

2. Instituto Politécnico Nacional,Ciudad de Mexico,Mexico

3. NGERE, UMR_S 1256, INSERM and Universitéde Lorraine,Vandœuvre-lès-Nancy,France,54500

4. CHRU Nancy,Service d’Urologie de Brabois,Nancy,France

5. Université de Lorraine and CNRS,CRAN UMR 7039,Nancy,France

Publisher

IEEE

Reference18 articles.

1. A review of deep learning-based multiple-lesion recognition from medical images: classification, detection and segmentation;Jiang,2023

2. On the In Vivo Recognition of Kidney Stones Using Machine Learning

3. Classification of Stones According to Michel Daudon: A Narrative Review

4. Quality Assessment of Urinary Stone Analysis: Results of a Multicenter Study of Laboratories in Europe

5. RISE: randomized input sampling for explanation of black-box models;Petsiuk

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