Muhammad Naseer Bajwa

University of the Sciences — United States

Medicine · Health Sciences

8h-index358citations18works0.02yr avg
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Research Topics

Cutaneous Melanoma Detection and Management(4), AI in cancer detection(4), Explainable Artificial Intelligence (XAI)(4), Cell Image Analysis Techniques(4), Retinal Imaging and Analysis(3)

Publications18 total

Uncertainty-Aware Antimicrobial Resistance Prediction in E. coli and S. aureus Isolates Using Hybrid Bayesian Neural Networks
2026Open Access
SLUM-i: Semi-supervised Learning for Urban Mapping of Informal Settlements and Data Quality Benchmarking
arXiv (Cornell University)·2026Open Access
AI-assisted radiographic identification of original vs. replica dental implants: comparing accuracy of human experts vs. probabilistic and deterministic AI
International Journal of Implant Dentistry·2025Open Access
Interpreting EEG Signals with Concept-Based Explainable AI
2025Open Access
OptiGuard: Generalized, Attention-Driven & Explainable Glaucoma Classification
2025
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions
Computer Methods and Programs in Biomedicine·2022· 82 cited
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions
arXiv (Cornell University)·2022Open Access
Erklärbare KI in der medizinischen Diagnose – Erfolge und Herausforderungen
2022· 1 cited
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems
arXiv (Cornell University)·2020· 7 citedOpen Access
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors
2020· 4 citedOpen Access
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection
2020· 8 citedOpen Access
Explaining AI-based Decision Support Systems using Concept Localization Maps
arXiv (Cornell University)·2020· 22 citedOpen Access
Computer-Aided Diagnosis of Skin Diseases Using Deep Neural Networks
Applied Sciences·2020· 165 citedOpen Access
Explaining AI-Based Decision Support Systems Using Concept Localization Maps
Communications in computer and information science·2020· 1 citedOpen Access
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks
IEEE Access·2020· 11 citedOpen Access
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
BMC Medical Informatics and Decision Making·2019· 28 citedOpen Access
Performance Evaluation of DDS-Based Middleware over Wireless Channel for Reconfigurable Manufacturing Systems
International Journal of Distributed Sensor Networks·2015· 17 citedOpen Access
AVL and Monitoring for Massive Traffic Control System over DDS
Mobile Information Systems·2015· 12 citedOpen Access

Frequent Co-authors

Sheraz Ahmed(13), Andreas Dengel(11), Muhammad Imran Malik(7), Adriano Lucieri(7), Shoaib Ahmed Siddiqui(3), Stephan Alexander Braun(3), Faisal Shafait(2), Wolfgang Neumeier(2), Basem Almadani(2), Kaoru Muta(1), Stephan A. Braun(1), Bernhard Homey(1), Shuang‐Hua Yang(1), Abdul‐Wahid A. Saif(1), Sheheryar Khan(1), Tarek Sheltami(1), Elhadi Shakshuki(1), Suleman Khurram(1), Mohsin Munir(1), Gur Amrit Pal Singh(1)