A comparative study of machine learning, deep learning algorithms, and explainable AI techniques for diabetes prediction Muhammad Imad, Muhammad Shakeel, Hamail Raza Zaidi, Zabih Ullah Khan Utilizing AI of Medical Things for Healthcare Security and Sustainability, 2025 Diabetes prediction remains a crucial area of research due to its profound impact on global health. Diabetes, a chronic metabolic disorder, affects millions of people worldwide and poses significant challenges to healthcare systems. Early prediction and diagnosis are essential to managing the disease effectively, preventing complications, and improving the quality of life for patients. Recent advancements in artificial intelligence (AI) have paved the way for powerful tools in diabetes prediction, particularly through machine learning and deep learning algorithms. These methods offer promising solutions for enhancing early diagnosis and personalized care.
A step toward the detection of alzheimer's disease using ensemble learning Artificial Intelligence for Intelligent Systems Fundamentals Challenges and Applications, 2024
Integrating Machine Learning and Deep Learning Approaches for Efficient Malware Detection in IoT-Based Smart Cities Journal of Computing and Biomedical Informatics, 2023
Cruising into the Future: Navigating the Challenges and Advancements in Autonomous Vehicle Technology Journal of Computing and Biomedical Informatics, 2023
An Impact of Sustainable Finance Initiatives on Financial Markets and Economic Stability M Hilal, Sumbal, M Imad Emerging Disruptive Technologies for Society 5.0 in Developing Countries … , 2025 2025 Citations: 1
Strategic Imperative of Data Analytics: Empowering Informed Business Decision-Making M Hilal, Sumbal, M Imad Emerging Disruptive Technologies for Society 5.0 in Developing Countries … , 2025 2025 Citations: 1
A Comparative Study of Machine Learning, Deep Learning Algorithms, and Explainable AI Techniques for Diabetes Prediction M Imad, M Shakeel, HR Zaidi, ZU Khan Utilizing AI of Medical Things for Healthcare Security and Sustainability … , 2025 2025
Integrating Traditional Machine Learning Approaches with Explainable Anomaly Detection for Multimodal Sensor Data M Imad, I Cleland, C Nugent, P McAllister International Conference on Ubiquitous Computing and Ambient Intelligence … , 2024 2024 Citations: 1
A comprehensive survey of machine learning applications in healthcare SH Bangash, M Imad Cognitive Machine Intelligence, 245-269 , 2024 2024 Citations: 1
Improving the accuracy of Anomaly Detection in Multimodal Sensors using 1D-CNN M Imad, I Cleland, P McAllister, C Nugent Proceedings of the 17th International Conference on PErvasive Technologies … , 2024 2024 Citations: 4
Enhanced ECG Anomaly Detection: Leveraging a fine-tuned CNN-AUTOENCODER P Imad, Muhammad, Cleland, Ian, Nugent, Chris, McAllister Northern Ireland Biomedical Engineering Society (NIBES) Symposium , 2024 2024
Cloud-enhanced machine learning for handwritten character recognition in dementia patients M Hasnain, V Gude, MO Edeh, F Masood, WU Khan, M Imad, NO Fidelia Driving Transformative Technology Trends With Cloud Computing, 328-341 , 2024 2024 Citations: 20
Integrating machine learning and deep learning approaches for efficient malware detection in IoT-Based smart cities SH Bangash, D Khan, A Ishtiaq, M Imad, M Tahir, W Ahmad, G Husnain, ... Journal of Computing & Biomedical Informatics 5 (02), 280-299 , 2023 2023 Citations: 8
Cruising into the Future: Navigating the Challenges and Advancements in Autonomous Vehicle Technology SH Bangash, G Husnain, A Nawaz, M Tahir, M Imad, ZU Khan, D Khan, ... Journal of Computing & Biomedical Informatics 5 (02), 114-135 , 2023 2023 Citations: 3
POX and RYU controller performance analysis on software defined network N Naim, M Imad, MA Hassan, MB Afzal, S Khan, AU Khan EAI Endorsed Transactions on Internet of Things 9 (3), e5 , 2023 2023 Citations: 16
Machine learning algorithms for classification of COVID-19 using chest X-ray images SH Badshah, M Imad, IU Khan, MA Hassan Advanced AI and internet of health things for combating pandemics, 85-96 , 2023 2023 Citations: 3
Comparative Analysis of Machine Learning Methods for Multi-Label Skin Cancer Classification M Imad, ZA Khan, SH Bangash, IU Khan, S Ahmad, A Ishtiaq 2023 9th International Conference on Information Technology Trends (ITT … , 2023 2023 Citations: 3
Machine Learning Solution for Orthopedics: A Comprehensive Review SHBN Muhammad Imad*, Muhammad Abul Hassan Machine Intelligence for Internet of Medical Things: Applications and Future … , 2023 2023
Smart Cane: Obstacle Recognition for Visually Impaired People Based on Convolutional Neural Network MI Adnan Hussain, Bilal Ahmad Machine Intelligence for Internet of Medical Things: Applications and Future … , 2023 2023 Citations: 2
Design a framework for IoT-Identification, Authentication and Anomaly detection using Deep Learning: A Review A Shoukat, MA Hassan, M Rizwan, M Imad, SH Ali, S Ullah EAI Endorsed Transactions on Smart Cities 7 (1), e2 , 2023 2023 Citations: 3
Investigation of Blockchain for COVID-19: A Systematic Review, Applications and Possible Challenges. SH Badshah, M Imad, MA Hassan, S Ullah, SH Ali EAI Endorsed Transactions on Smart Cities 7 (1) , 2023 2023 Citations: 1
A comparative analysis of intrusion detection in IoT network using machine learning M Imad, M Abul Hassan, S Hussain Bangash, Naimullah Big data analytics and computational intelligence for cybersecurity, 149-163 , 2022 2022 Citations: 27
New advancements in cybersecurity: A comprehensive survey MA Hassan, S Ali, M Imad, S Bibi Big Data Analytics and Computational Intelligence for Cybersecurity, 3-17 , 2022 2022 Citations: 21
Impact of routing techniques and mobility models on flying ad hoc networks MA Hassan, M Imad, T Hassan, F Ullah, S Ahmad Computational Intelligence for Unmanned Aerial Vehicles Communication … , 2022 2022 Citations: 10
MOST CITED SCHOLAR PUBLICATIONS
COVID-19 classification based on Chest X-Ray images using machine learning techniques M Imad, N Khan, F Ullah, MA Hassan, A Hussain Journal of Computer Science and Technology Studies 2 (2), 01-11 , 2020 2020 Citations: 49
Energy efficient hierarchical based fish eye state routing protocol for flying ad-hoc networks MA Hassan, SI Ullah, A Salam, AW Ullah, M Imad, F Ullah Indonesian Journal of Electrical Engineering and Computer Science 21 (1 … , 2021 2021 Citations: 33
COVID-19 lung image classification based on logistic regression and support vector machine Nazish, SI Ullah, A Salam, W Ullah, M Imad European, Asian, Middle Eastern, North African Conference on Management … , 2021 2021 Citations: 31
A comparative analysis of intrusion detection in IoT network using machine learning M Imad, M Abul Hassan, S Hussain Bangash, Naimullah Big data analytics and computational intelligence for cybersecurity, 149-163 , 2022 2022 Citations: 27
Multi-class classification for the identification of COVID-19 in X-ray images using customized efficient neural network A Hussain, M Imad, A Khan, B Ullah AI and IoT for Sustainable Development in Emerging Countries: Challenges and … , 2022 2022 Citations: 24
Pakistani currency recognition to assist blind person based on convolutional neural network M Imad, F Ullah, MA Hassan Journal of Computer Science and Technology Studies 2 (2), 12-19 , 2020 2020 Citations: 23
New advancements in cybersecurity: A comprehensive survey MA Hassan, S Ali, M Imad, S Bibi Big Data Analytics and Computational Intelligence for Cybersecurity, 3-17 , 2022 2022 Citations: 21
Diagnosing of dermoscopic images using machine learning approaches for melanoma detection A Salam, F Ullah, M Imad, MA Hassan 2020 IEEE 23rd International Multitopic Conference (INMIC), 1-5 , 2020 2020 Citations: 21
Cloud-enhanced machine learning for handwritten character recognition in dementia patients M Hasnain, V Gude, MO Edeh, F Masood, WU Khan, M Imad, NO Fidelia Driving Transformative Technology Trends With Cloud Computing, 328-341 , 2024 2024 Citations: 20
IoT based machine learning and deep learning platform for COVID-19 prevention and control: A systematic review M Imad, A Hussain, MA Hassan, Z Butt, NU Sahar Ai and IoT for Sustainable Development in Emerging Countries: Challenges and … , 2022 2022 Citations: 18
POX and RYU controller performance analysis on software defined network N Naim, M Imad, MA Hassan, MB Afzal, S Khan, AU Khan EAI Endorsed Transactions on Internet of Things 9 (3), e5 , 2023 2023 Citations: 16
Automatic detection of bullet in human body based on X-ray images using machine learning techniques M Imad, SI Ullah, A Salam, WU Khan, F Ullah, MA Hassan International Journal of Computer Science and Information Security (IJCSIS … , 2020 2020 Citations: 12
Navigation system for autonomous vehicle: A survey M Imad, MA Hassan, H Junaid, I Ahmad Journal of Computer Science and Technology Studies 2 (2), 20-35 , 2020 2020 Citations: 11
Impact of routing techniques and mobility models on flying ad hoc networks MA Hassan, M Imad, T Hassan, F Ullah, S Ahmad Computational Intelligence for Unmanned Aerial Vehicles Communication … , 2022 2022 Citations: 10
Integrating machine learning and deep learning approaches for efficient malware detection in IoT-Based smart cities SH Bangash, D Khan, A Ishtiaq, M Imad, M Tahir, W Ahmad, G Husnain, ... Journal of Computing & Biomedical Informatics 5 (02), 280-299 , 2023 2023 Citations: 8
Performance Analysis of POX and RYU Based on Dijkstra’s Algorithm for Software Defined Networking Naimullah, SI Ullah, AW Ullah, A Salam, M Imad, F Ullah European, Asian, Middle Eastern, North African Conference on Management … , 2021 2021 Citations: 7
A vision based road blocker detection and distance calculation for intelligent vehicles F Ullah, SI Ullah, A Salam, WU Khan, M Imad, MA Hassan International Journal of Computer Science and Information Security (IJCSIS … , 2020 2020 Citations: 5
Improving the accuracy of Anomaly Detection in Multimodal Sensors using 1D-CNN M Imad, I Cleland, P McAllister, C Nugent Proceedings of the 17th International Conference on PErvasive Technologies … , 2024 2024 Citations: 4
Cruising into the Future: Navigating the Challenges and Advancements in Autonomous Vehicle Technology SH Bangash, G Husnain, A Nawaz, M Tahir, M Imad, ZU Khan, D Khan, ... Journal of Computing & Biomedical Informatics 5 (02), 114-135 , 2023 2023 Citations: 3
Machine learning algorithms for classification of COVID-19 using chest X-ray images SH Badshah, M Imad, IU Khan, MA Hassan Advanced AI and internet of health things for combating pandemics, 85-96 , 2023 2023 Citations: 3
