Peer-Reviewed Publications

Sufian, M.A., Qazi, N., Ruchaya, P., Berardinelli, N., Ghazanfar, M.A. · BS45 2025

Advanced transformer-based AI framework for early detection and prediction of cardiomyocyte aging and injury using motion phenotyping

BMJ journals Heart 111:A269-A271

Sufian, M.A., Niu, M., 2024

Hybrid Deep Learning for Computational Precision in Cardiac MRI Segmentation: Integrating Autoencoders, CNNs, and RNNs for Enhanced Structural Analysis

Computers in Biology and Medicine, Volume 186, March 2025, 109597

Tadj L., Sufian M.A., Hamzi W., Ali M., Ali A., Hamzi B. · BioMedInformatics 2026

Auditing Data Leakage and Temporal Misalignment in Machine-Learning Prognosis of Breast Cancer: A Reproducible Censoring-Aware Reanalysis

BioMedInformatics 2026, 6(4), 60

Sufian, M.A., Alsadder. L, Hamzi.W., Zaman.S., Sagar.A. S. M. S., Hamzi.B. (2024)

Mitigating Algorithmic Bias in AI-Driven Cardiovascular Imaging for Fairer Diagnostics

MDPI, Diagnostics 2024, 14(23), 2675

Sufian, M.A., Niu, M., and Miah, M.S. (2024)

Trailblazing Multi-Phase Machine Learning Framework for Clinical Validation in Triple-Negative Breast Cancer Diagnosis: Integrating Advanced Imaging and Prognostic Analysis Techniques

BMC Cancer, Springer

Sufian.M.A., Hamzi,W.; Sharifi,T.; Zaman, S.; Alsadder,L.; Abdoun M.N.; Varadarajan,J.; Agha,S.; Hamzi,B. (2024)

AI-Driven Thoracic X-ray Diagnostics: Transformative Transfer Learning for Clinical Validation in Pulmonary Radiography.

J. Pers. Med. 2024, 14(8), 856, Journal of Personalised Medicine, MDPI

Sufian, M.A.; Hamzi,W.; Zaman,S.; Alsadder,L.; Hamzi,B.; Varadarajan,J.; Azad,M.A.K. 2024

Enhancing Clinical Validation of Cardiovascular Disease Prediction: Integrating Simulation, AI, and Web Tech for Early Cardiovascular Disease Detection.

Diagnostics 2024, 14, 1308, MDPI

Sufian, M.A.; Hamzi, W.; Hamzi,B.; Sagar,A.S.M.S.; Rahman, M.; Varadarajan,J.; Hanumanthu, M.; Azad, M.A.K. 2024

Innovative Machine Learning Strategies for Early Detection and Prevention of Pregnancy Loss: The Vitamin D Connection and Gestational Health.

Diagnostics 2024, 14, 920, MDPI

Azad, M.A.K., Sufian, M.A., Alsadder, L., Zaman, S., Hamzi, W., Ali, A., Hossain, M.Z., Hamzi, B. (2025)

Hypertension Control in Resource-Constrained Settings: Bridging Socioeconomic Gaps with Predictive Insights.

ScienceDirect, Elsevier, International Journal of Cardiology Cardiovascular Risk and Prevention, Volume 27, 200472

Sufian, M.A., Varadarajan, J. 2024

Revolutionizing Cardiac Care: Exploring the Synergy Between Entrepreneurial Ecosystems and 3D Deep Learning for Enhanced Heart Imaging in MedTech

Salient Journal of Cardiology, 2(1), pp.1-36.

Sufian, M.A. (2024)

Developing Trading Strategies in Decentralized Markets Prediction by Using AI, ML, and Blockchain Technology

1st ed. In: Blockchain and AI-The Intersection of Trust and Intelligence. CRC Press, Taylor & Francis Group, Chapter 3.

Sufian, M.A., Levesley, J. (2023)

Machine Learning and Sustainability Metrics: Optimising Risk Assessment and Default Prediction

vol-1, pp 377–414., Springer

Sufian, M.A., Boomer, J. (2024)

Optimizing E-Sports Revenue: A Novel Data Driven Approach to Predicting Merchandise Sales Through Data Analytics and Machine Learning

vol3. pp 522–567, Springer

Islam.M.A & Sufian, M.A. (2023)

Employing AI and ML for Data Analytics on Key Indicators: Enhancing Smart City Urban Services and Dashboard-Driven Leadership and Decision-Making

Emerald Publishing Limited, Tylor & Francis, Publication date: 25 October 2023.

Varadarajan, J. & Sufian, M.A. (2023)

Neuro App: AI-driven 4D brain image processing on standalone platforms.

Journal of Computer Engineering & Information Technology. Published: 21-09-2023. International Conference Proceedings, Berlin, Gemany

Sufian, M.A., Miah, M.S., Niu, Mb. (2024)

Bridging Social Media and Cryptocurrency: A Deep Learning-Based Twitter Sentiment Analysis for Bitcoin Market

vol7. pp 231–256, Springer

Sufian, M.A. Hannan.M.A. (2016)

Comparative Study Of Fastness Properties And Color Absorbance Criteria Of Conventional And Avitera Reactive Dyeing On Cotton Knit Fabric.

European Scientific Journal, ESJ, 12(15), 352.

Islam, M.A., Islam, R., Chowdhury, S.A., Nur, A.H., Sufian, M.A., Hasan, M. (2024)

Assessing Cybersecurity Threats: The Application of NLP in Advanced Threat Intelligence Systems

Recent Trends and Advances in Artificial Intelligence. ICAETA 2024. Lecture Notes in Networks and Systems, vol 1138. Springer, Cham.

Islam, M.A., Varadarajan, J., Sufian, M.A.^★, M.A., Mishra, B. K., Rasel, M.R.A. (2025)

Integrated Deep Learning Framework for Cardiac Risk Stratification and Complication Analysis in Leigh’s Disease.

MDPI, Cardiogenetics 2025, 15(3), 19 2025

(Corresponding Author position in the paper)