Article

Rahman, Sayedur and Hosain, Md. Tanzib and Fahad, Nafiz and Morol, Md. Kishor and Hossen, Md. Jakir (2026) Agentic artificial intelligence is the future of cancer detection and diagnosis. Array, 29. p. 100676. ISSN 2590-0056

Mahamud, Eram and Assaduzzaman, Md. and Fahad, Nafiz and Hossen, Md. Jakir (2026) Deep-lymph: An advanced deep learning framework for precision diagnosis of lymphoma from histopathological images. Intelligence-Based Medicine, 13. p. 100347. ISSN 26665212

Islam, Oahidul and Assaduzzaman, Md. and Akter, Sumaia and Fahad, Nafiz and Hossen, Md. Jakir (2026) Enhanced cervical cancer diagnosis using a novel Bayesian fusion ensemble method with explainable AI. Scientific Reports, 16 (1). ISSN 2045-2322

Paul, Tapon and Assaduzzaman, Md and Fahad, Nafiz and Hossen, Md Jakir (2026) Enhancing risk prediction for diabetes, hypertension, and heart disease using SMOTE-ENN balancing with PCA and gradient boosting in healthcare AI. Intelligence-Based Medicine, 13. p. 100339. ISSN 26665212

Jahan, Fariha and Shifat, Sirajum Munira and Morol, Md. Kishor and Fahad, Nafiz and Goh, Kah Ong Michael and Nandi, Dip and Abdullah-Al-Jubair, Md. and Hossen, Md. Jakir (2026) Generative AI and the rise of deepfake technology: a journey from traditional techniques to LLM integration. Discover Applied Sciences, 8 (5). ISSN 3004-9261

Ahmed, Rasel and Fahad, Nafiz and Miah, Md. Saef Ullah and Hossen, Md. Jakir and Bhattacharjee, Kanta (2026) HyOPTEnsemble: custom-weighted soft voting hyperparameter optimization ensemble model, explainable-AI for predicting mental state among university students. Discover Artificial Intelligence, 6 (1). ISSN 2731-0809

Shirin, Najnin Sultana and Hasan, Md Mehedi and Morol, Md Kishor and Fahad, Nafiz and Hosain, Md Tanzib and Hossen, Md Jakir and Nandi, Dip (2026) Quantum computing in medical diagnostics and treatment: A systematic review of trends, challenges and future directions. Intelligence-Based Medicine, 13. p. 100356. ISSN 26665212

Habiby, Abu Tahim and Bushra, Anika and Assaduzzaman, Md and Esrat Hossan, Md and Mahamud, Eram and Fahad, Nafiz and Liew, Tze Hui and Ohidujjaman, Ohidujjaman (2026) A high-accuracy stacking ensemble model for precise thyroid disease detection with SHAP and LIME explanations. Informatics in Medicine Unlocked, 63. p. 101764. ISSN 2352-9148

Assaduzzaman, Md and Bijoy, Md. Hasan Imam and Alam, Mohammad Jahangir and Hasan, Md Zahid and Fahad, Nafiz and Liew, Tze Hui and Ohidujjaman, Ohidujjaman (2026) An integrated meta-learning and explainable analytics approach for clinical thyroid disease classification. Healthcare Analytics, 9. p. 100461. ISSN 2772-4425

Fahad, Nafiz and Rabbi, Riadul Islam and Benta Hasan, Sumayea and Sultana Prity, Fariya and Ahmed, Rasel and Ahmed, Farhana and Hossen, Md. Jakir and Liew, Tze Hui and Sayeed, Md. Shohel and Goh, Kah Ong Michael (2025) Generative AI in clinical (2020–2025): a mini-review of applications, emerging trends, and clinical challenges. Frontiers in Digital Health, 7. ISSN 2673-253X

Prity, Fariya Sultana and Hasan, Mohammad Mahmudul and Fahad, Nafiz and Michael Goh, Kah Ong and Hossen, Md Jakir and Islam, Md Munjurul (2025) Developing comprehensive hypertension ontology: Addressing data integration gaps to improve healthcare results. Health Informatics Journal, 31 (2). ISSN 1460-4582

Fahad, Nafiz and Hossen, Md. Jakir and Sayeed, Md Shohel (2025) Efficient Object Detection with an Optimized YOLOv8x Model. HighTech and Innovation Journal, 6 (3). pp. 881-902. ISSN 2723-9535

Mahamud, Eram and Assaduzzaman, Md and Islam, Jahirul and Fahad, Nafiz and Hossen, Md Jakir and Ramanathan, Thirumalaimuthu Thirumalaiappan (2025) Enhancing Alzheimer's disease detection: An explainable machine learning approach with ensemble techniques. Intelligence-Based Medicine, 11. p. 100240. ISSN 26665212

Dipty, Ismotara and Assaduzzaman, Md and Fahad, Nafiz and Hossen, Md. Jakir and Haider, Md. Farhatul and Rahman, Fiaj (2025) TeaNet8: A real time Android application-based Tea Leaf Disease detection using fine-tuned transfer learning and Gradient-Weighted Class Activation Mapping visualization. Results in Control and Optimization, 20. p. 100577. ISSN 2666-7207

Ahmed, Rasel and Fahad, Nafiz and Miah, Md Saef Ullah and Goh, Kah Ong Michael and Mahmud, Mufti and Rahman, M. Mostafizur (2025) A customized ensemble machine learning approach: predicting students’ exam performance. Cogent Engineering, 12 (1). ISSN 2331-1916

Rahman Rejuan, Md. Arifur and Assaduzzaman, Md and Fahad, Nafiz and Hossen, Md. Jakir and Kabir Rasel Sarker, Md. Rahmatul (2025) A machine and DL approach for classifying customer sentiments from online shopping reviews in Bangla text. Bulletin of Electrical Engineering and Informatics, 14 (4). pp. 2782-2792. ISSN 2089-3191

Ahmed, Zishan and Shanto, Shakib Sadat and Rime, Most. Humayra Khanom and Morol, Md. Kishor and Fahad, Nafiz and Hossen, Md. Jakir and Abdullah-Al-Jubair, Md. (2024) The Generative AI Landscape in Education: Mapping the Terrain of Opportunities, Challenges and Student Perception. IEEE Access. p. 1. ISSN 2169-3536

Chan, Jia Chun and Fahad, Nafiz and Goh, Michael Kah Ong and Tee, Connie (2024) Visual Analytic for Traffic Impact Assessment. JOIV : International Journal on Informatics Visualization, 8 (3). p. 1176. ISSN 2549-9610

Mahamud, Eram and Fahad, Nafiz and Assaduzzaman, Md and Zain, S.M. and Goh, Kah Ong Michael and Morol, Md. Kishor (2024) An explainable artificial intelligence model for multiple lung diseases classification from chest X-ray images using fine-tuned transfer learning. Decision Analytics Journal, 12. p. 100499. ISSN 2772-6622

Ahmed, Rasel and Fahad, Nafiz and Miah, Md Saef Ullah and Hossen, Md. Jakir and Morol, Md. Kishor and Mahmud, Mufti and Mostafizur Rahman, M. (2024) A novel integrated logistic regression model enhanced with recursive feature elimination and explainable artificial intelligence for dementia prediction. Healthcare Analytics, 6. p. 100362. ISSN 2772-4425

Fahad, Nafiz and Goh, Michael Kah Ong and Hossen, Md. Ismail and Shahriar Shopnil, K. M. and Mitu, Israt Jahan and Alif, Md. A. Hossain and Tee, Connie (2023) Stand up Against Bad Intended News: An Approach to Detect Fake News using Machine Learning. Emerging Science Journal, 7 (4). pp. 1247-1259. ISSN 2610-9182

Book Section

Fahad, Nafiz and Ahmed, Rasel and Jahan, Fariha and Jamal Sadib, Ridwan and Morol, Md Kishor and Jubair, Md Abdullah Al (2025) MIC: Medical Image Classification Using Chest X-ray (COVID-19 & Pneumonia) Dataset with the Help of CNN and Customized CNN. In: Proceedings of the 3rd International Conference on Computing Advancements. Association for Computing Machinery, Inc, pp. 1007-1013. ISBN 979-840071382-8

Conference or Workshop Item

Ahmed, Rasel and Sen, Anik and Fahad, Nafiz and Hossen, Md. Jakir and Tasnim, Sazzad Hossain and Hossain, Samiha and Ahmed, Tanvir (2026) Fusion of machine learning techniques for robust anomaly detection in cybersecurity during data sharing. In: 5th International Conference on Mathematics, Engineering and Industrial Applications, ICoMEIA 2024, 26 October 2024 - 27 October 2024, Kedah, Malaysia.

Prity, Fariya Sultana and Fahad, Nafiz and Ahmed, Rasel and Morol, Md. Kishor and Goh, Kah Ong Michael and Sadib, Ridwan Jamal and Hossen, Md. Jakir and Nawshad, Nadim and Hamid, Md Abdul and Sen, Anik and Rabbi, Riadul Islam and Rahman, Kazi Ashikur (2025) Advancements in human movement monitoring: A comprehensive approach leveraging deep learning and machine learning techniques. In: 4th International Conference on Computer, Information Technology and Intelligent Computing, CITIC 2024, 23 July 2024 - 25 July 2024, Virtual, Online.

Rabbi, Riadul Islam and Sen, Anik and Tusher, Ekramul Haque and Fahad, Nafiz and Liew, Tze Hui and Sharifuzzaman, Md and Hasan, Rifat Md Iftakhar and Ramanathan, Thirumalaimuthu Thirumalaiappan (2025) Towards Precision Public Health: Advancing Obesity Prediction with Machine Learning Algorithms. In: 2025 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT), 03-05 July 2025, Bali, Indonesia.

Jahin, Md Abrar and Soudeep, Shahriar and Aditta, Arian Rahman and Mridha, M. F. and Fahad, Nafiz and Hossen, Md. Jakir (2025) Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images. In: 3rd International Workshop on Generalizing from Limited Resources in the Open World, GLOW 2025, Held in Conjunction with the International Joint Conference on Artificial Intelligence, IJCAI 2025, 16 August 2025 - 22 August 2025, Montreal, Canada.

Jahin, Md Abrar and Fuad, Taufikur Rahman and Mridha, M. F. and Fahad, Nafiz and Hossen, Md. Jakir (2025) AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing. In: 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCV-W 2025, 19 October 2025 - 20 October 2025, Honolulu.

Jahin, Md Abrar and Soudeep, Shahriar and Mridha, M. F. and Fahad, Nafiz and Hossen, Md. Jakir (2025) DyCAF-Net: Dynamic Class-Aware Fusion Network. In: 12th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2025, 9 October 2025 - 12 October 2025, Birmingham.

Kumkum, Ananna Rashid and Sen, Anik and Noman, Abdullah Yousuf and Majumder, Prajukta and Liew, Tze Hui and Fahad, Nafiz and Miah, Md. Saef Ullah and Rabbi, Riadul Islam and Hossen, Md. Jakir (2025) From Data to Diagnosis: Applying Machine Learning Model for Reliable Heart Disease Prediction. In: 2025 5th Asia Conference on Information Engineering (ACIE), 10-12 January 2025, Phuket, Thailand.

Fahad, Nafiz and Hossen, Md. Jakir and Sayeed, Md. Shohel (2025) Indoor Object Detection Using YOLOv5s and Grad-CAM. In: 2025 Multimedia University Engineering Conference, MECON 2025, 21 July 2025 - 23 July 2025, Cyberjaya, Malaysia.

Sharifuzzaman, Md and Fahad, Nafiz and Rabbi, Riadul Islam and Sadib, Ridwan Jamal and Haque Tusher, Ekramul and Liew, Tze Hui and Naimul Islam, Mohammad and Ullah Miah, Md Saef and Hossen, Md. Jakir (2025) Optimized Machine Learning Models and Stacking Hybrid Approach for Chronic Kidney Disease Prediction. In: 21st IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2025, 26 -29 June 2025, Limassol, Cyprus.

Kumar Kar, Sumit and Prity, Fariya Sultana and Fahad, Nafiz and Hasan, Mohammad Mahmudul and Morol, Md Kishor and Jubair, Md Abdullah Al (2025) Rokkha: Enabling Offline Emergency Location Sharing via SMS. In: 3rd International Conference on Computing Advancements, ICCA 2024, 17 - 18 October 2024, Dhaka, Bangladesh.

Abdullah, A. R. and Rahman, K. A. and Shair, E. F. and Lee, T. H. and Nazmi, N. and Fahad, Nafiz (2024) Analysis of Gait Patterns in Neurodegenerative Disorders Among Older Adults: A Ground Reaction Force Data Approach. In: Proceedings of the 10th World Congress on Electrical Engineering and Computer Systems and Sciences (EECSS'24), August 19 - 21, 2024, Barcelona, Spain.

Thesis

Fahad, Nafiz (2025) Enhanced and optimised indoor object detection using YOLO Models. Masters thesis, Multimedia University.