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Muhammad Naseer Bajwa
Muhammad Naseer Bajwa
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Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
MN Bajwa, MI Malik, SA Siddiqui, A Dengel, F Shafait, W Neumeier, ...
BMC medical informatics and decision making 19 (1), 1-16, 2019
792019
Computer-aided diagnosis of skin diseases using deep neural networks
MN Bajwa, K Muta, MI Malik, SA Siddiqui, SA Braun, B Homey, A Dengel, ...
Applied Sciences 10 (7), 2488, 2020
342020
On interpretability of deep learning based skin lesion classifiers using concept activation vectors
A Lucieri, MN Bajwa, SA Braun, MI Malik, A Dengel, S Ahmed
2020 International Joint Conference on Neural Networks (IJCNN), 1-10, 2020
162020
Performance evaluation of DDS-based middleware over wireless channel for reconfigurable manufacturing systems
B Almadani, MN Bajwa, SH Yang, AWA Saif
International Journal of Distributed Sensor Networks 11 (7), 863123, 2015
122015
Combining fine-and coarse-grained classifiers for diabetic retinopathy detection
MN Bajwa, Y Taniguchi, MI Malik, W Neumeier, A Dengel, S Ahmed
Annual Conference on Medical Image Understanding and Analysis, 242-253, 2019
112019
AVL and monitoring for massive traffic control system over DDS
B Almadani, S Khan, MN Bajwa, TR Sheltami, E Shakshuki
Mobile Information Systems 2015, 2015
92015
Explaining ai-based decision support systems using concept localization maps
A Lucieri, MN Bajwa, A Dengel, S Ahmed
International Conference on Neural Information Processing, 185-193, 2020
72020
G1020: A benchmark retinal fundus image dataset for computer-aided glaucoma detection
MN Bajwa, GAP Singh, W Neumeier, MI Malik, A Dengel, S Ahmed
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
52020
Confident classification using a hybrid between deterministic and probabilistic convolutional neural networks
MN Bajwa, S Khurram, M Munir, SA Siddiqui, MI Malik, A Dengel, ...
IEEE Access 8, 115476-115485, 2020
42020
Achievements and challenges in explaining deep learning based computer-aided diagnosis systems
A Lucieri, MN Bajwa, A Dengel, S Ahmed
arXiv preprint arXiv:2011.13169, 2020
32020
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions
A Lucieri, MN Bajwa, SA Braun, MI Malik, A Dengel, S Ahmed
Computer Methods and Programs in Biomedicine, 106620, 2022
12022
Erklärbare KI in der medizinischen Diagnose–Erfolge und Herausforderungen
A Lucieri, MN Bajwa, A Dengel, S Ahmed
Künstliche Intelligenz im Gesundheitswesen, 727-754, 2022
2022
Wireless Distributed Monitoring and Control for Reconfigurable Production Lines using DDS Based Middleware
MN Bajwa
PQDT-Global, 2014
2014
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Artikelen 1–13