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01/04/2022
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions
One principal impediment in the successful deployment of AI-based Comput...
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11/26/2020
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems
Remarkable success of modern image-based AI methods and the resulting in...
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05/28/2020
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection
Visual artefacts of early diabetic retinopathy in retinal fundus images ...
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05/28/2020
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
With the advancement of powerful image processing and machine learning t...
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05/05/2020
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors
Deep learning based medical image classifiers have shown remarkable prow...
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05/04/2020