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. Adriano Lucieri; Muhammad Naseer Bajwa; Andreas Dengel; Sheraz Ahmed

   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 Processing (ICONIP-2020), November 18-22, Bangkok, Thailand, LNCS, Springer, 11/2020.

3. Adriano Lucieri; Muhammad Naseer Bajwa; Andreas Dengel; Sheraz Ahmed

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

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

4. 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.

5. 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 Kingdom, IEEE, 2020.

6. 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 Kingdom, IEEE, 2020.

7. 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.

8. 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 Analysis, July 24-26, Liverpool, United Kingdom, Springer, 2019.

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