Publications

In: Filippo Molinari, Moi Hoon Yap (editor). Computer Methods and Programs in Biomedicine (CMPB) 1 Pages 1-12 Elsevier Amsterdam 2022.

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In: Proceedings of the 27th International Conference on Neural Information Processing (ICONIP2020). International Conference on Neural Information Processing (ICONIP-2020) November 18-22 Bangkok Thailand LNCS Springer 11/2020.

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In: ArXiv e-prints (arxiv) 1 Pages 1-17 11/2020.

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In: Applied Sciences 10 7 Page 2488 Multidisciplinary Digital Publishing Institute 4/2020.

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In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2020) July 19-24 Glasgow United Kingdom IEEE 2020.

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In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2020) July 19-24 Glasgow United Kingdom IEEE 2020.

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In: IEEE Access 10 Pages 1-10 IEEE 2020.

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In: Medical Image Understanding and Analysis. Medical Image Understanding and Analysis (MIUA-2019) 23rd Conference on Medical Image Understanding and Analysis July 24-26 Liverpool United Kingdom Springer 2019.

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Publications

ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions

Explaining AI-based Decision Support Systems using Concept Localization Maps

Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems

Computer-Aided Diagnosis of Skin Diseases using Deep Neural Networks

On Interpretability of Deep Learning based SkinLesion Classifiers using Concept Activation Vectors

G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection

Confident Classification using a Hybrid between Deterministic and Probabilistic Convolutional Neural Networks

Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection

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