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Publications

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  1. Adriano Lucieri; Muhammad Naseer Bajwa; Stephan Alexander Braun; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

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

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

  2. Explaining AI-based Decision Support Systems using Concept Localization Maps

    In: Proceedings of the 27th International Conference on Neural Information Processing (ICONIP2020). International Conference on Neural Information …

  3. Muhammad Naseer Bajwa; Kaoru Muta; Muhammad Imran Malik; Shoaib Ahmed Siddiqui; Stephan Alexander Braun; Bernhard Homey; Andreas Dengel; Sheraz Ahmed

    Computer-Aided Diagnosis of Skin Diseases using Deep Neural Networks

    In: Applied Sciences, Vol. 10, No. 7, Pages 1-13, MDPI, 4/2020.

  4. Adriano Lucieri; Muhammad Naseer Bajwa; Stephan Alexander Braun; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

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

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

  5. Muhammad Naseer Bajwa; Gur Amrit Pal Singh; Wolfgang Neumeier; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

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

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

  6. Muhammad Naseer Bajwa; Suleman Khurram; Mohsin Munir; Shoaib Ahmed Siddiqui; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

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

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

  7. Muhammad Naseer Bajwa; Yoshinobu Taniguchi; Muhammad Imran Malik; Wolfgang Neumeier; Andreas Dengel; Sheraz Ahmed

    Combining Fine- and Coarse-Grained Classi fiers for Diabetic Retinopathy Detection

    In: Medical Image Understanding and Analysis. Medical Image Understanding and Analysis (MIUA-2019), 23rd Conference on Medical Image Understanding and …