Muhammad Naseer Bajwa
Post-Doctoral Research Fellow
- School of Electrical Engineering and Computer Science
- 0511111118
Summary
Academic Background
PhD
(Deep Learning) TU Kaiserslautern
March 20, 2018 - August 03, 2022
Honours and Awards
Publications
Erklärbare KI in der medizinischen Diagnose – Erfolge und Herausforderungen
March 17, 2022
Book on Künstliche Intelligenz im Gesundheitswesen - 1st Edition, Chapter 35, Pages 727-754
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions
March 01, 2022
Computer Methods and Programs in Biomedicine - Volume 215, Article Number 106620
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks
July 02, 2020
IEEE Access - Volume: 8, Pages 115476-115485
Computer-aided diagnosis of skin diseases using deep neural networks
April 04, 2020
Applied Sciences - Volume 10(7), Article Number 2488
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
June 17, 2019
BMC Medical Informatics and Decision Making - Volume 19, Article Number 136
AVL and Monitoring for Massive Traffic Control System over DDS
October 04, 2015
Mobile Information Systems - Volume 2015, Article ID 187548, 9 pages
Performance evaluation of DDS-based middleware over wireless channel for reconfigurable manufacturing systems
July 15, 2015
International Journal of Distributed Sensor Networks - Volume 2015, Article ID 863123, 11 pages
Conferences
Explaining AI-Based Decision Support Systems Using Concept Localization Maps
November 18, 2020 - November 22, 2020
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed,
International Conference on Neural Information Processing
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection
July 19, 2020 - July 24, 2020
Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed,
Proceedings of the International Joint Conference on Neural Networks
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors
July 19, 2020 - July 24, 2020
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed,
International Joint Conference on Neural Networks
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection
October 24, 2019 - October 26, 2019
Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed,
Communications in Computer and Information Science
Research Assistant
DFKI GmbH
December 01, 2017 - August 31, 2022
Lab Engineer
CIIT, Lahore Campus
August 12, 2009 - August 25, 2012