Md. Shaheenur Islam Sumon

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
FootSegONN: an ensemble of Self-ONN-based models for diabetic foot ulcer segmentation.
Neural Comput. Appl.
Md. Shaheenur Islam Sumon, Saadia Binte Alam, Rashedur Rahman, Rusab Sarmun, Md. Mezbah Ahmed Mahedi, Zaid Bin Mahbub, Rumana Habib, Muhammad E. H. Chowdhury
2025 J jnl
CardioTabNet: A Novel Hybrid Transformer Model for Heart Disease Prediction using Tabular Medical Data.
CoRR
Md. Shaheenur Islam Sumon, Md. Sakib Bin Islam, Md. Sohanur Rahman, Md Sakib Abrar Hossain, Amith Khandakar, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2025 J jnl
CardioTabNet: a novel hybrid transformer model for heart disease prediction using tabular medical data.
Health Inf. Sci. Syst.
Md. Shaheenur Islam Sumon, Md. Sakib Bin Islam, Md. Sohanur Rahman, Md Sakib Abrar Hossain, Amith Khandakar, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2025 J jnl
Classification of glioma grade and Ki-67 level prediction in MRI data: A SHAP-driven interpretation.
Comput. Medical Imaging Graph.
Enamul Hoque Bhuiyan, Muntakim Mahmud Khan, Hossain Shahriar, R. Rahman, Q. Luo, Md. Forhad Hossain, K. Wang, Md. Shaheenur Islam Sumon, S. Khalid, M. Karaman, J. Zhang, Muhammad E. H. Chowdhury, W. Zhu, X. J. Zhou
2025 J jnl
Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet.
Comput. Biol. Medicine
Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury, Enamul Hoque Bhuiyan, Md. Sohanur Rahman, Muntakim Mahmud Khan, Israa Al-Hashimi, Adam Mushtak, Sohaib Bassam Zoghoul
2025 J jnl
Self-CephaloNet: A Two-stage Novel Framework using Operational Neural Network for Cephalometric Analysis.
CoRR
Md. Shaheenur Islam Sumon, Khandaker Reajul Islam, Tanzila Rafique, Gazi Shamim Hassan, Md Sakib Abrar Hossain, Kanchon Kanti Podder, Noha Barhom, Faleh Tamimi, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury
2025 J jnl
Self-CephaloNet: a two-stage novel framework using operational neural network for cephalometric analysis.
Neural Comput. Appl.
Md. Shaheenur Islam Sumon, Khandaker Reajul Islam, Md Sakib Abrar Hossain, Tanzila Rafique, Ranjit Ghosh, Gazi Shamim Hassan, Kanchon Kanti Podder, Noha Barhom, Faleh Tamimi, Muhammad E. H. Chowdhury
2024 J jnl
A Machine Learning Framework for Classroom EEG Recording Classification: Unveiling Learning-Style Patterns.
Algorithms
Yuvaraj Rajamanickam, Shivam Chadha, A. Amalin Prince, M. Murugappan, Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury
2024 J jnl
Classification and segmentation of kidney MRI images for chronic kidney disease detection.
Comput. Electr. Eng.
Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Rusab Sarmun, Enamul Hoque Bhuiyan, Muhammad E. H. Chowdhury
2024 J jnl
GearFaultNet: Novel Network for Automatic and Early Detection of Gearbox Faults.
IEEE Access
Proma Dutta, Kanchon Kanti Podder, Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury, Amith Khandakar, Nasser Al-Emadi, Moajjem Hossain Chowdhury, M. Murugappan, Mohamed Arselene Ayari, Sakib Mahmud, S. M. Muyeen
2024 J jnl
Improving MRI Resolution: A Cycle Consistent Generative Adversarial Network-Based Approach for 3T to 7T Translation.
IEEE Access
Zakaria Shams Siam, Rubyat Tasnuva Hasan, Moajjem Hossain Chowdhury, Md. Shaheenur Islam Sumon, Mamun Bin Ibne Reaz, Sawal Hamid Bin Mohd Ali, Adam Mushtak, Israa Al-Hashimi, Sohaib Bassam Zoghoul, Muhammad E. H. Chowdhury
2024 J jnl
Innovative Deep Learning Architecture for the Classification of Lung and Colon Cancer From Histopathology Images.
Appl. Comput. Intell. Soft Comput.
Menatalla Said, Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Semir Vranic, Rafif Mahmood Al Saady, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury, Shona Pedersen
2023 J jnl
Deep Learning Framework for Liver Segmentation from T1-Weighted MRI Images.
Sensors
Md Sakib Abrar Hossain, Sidra Gul, Muhammad E. H. Chowdhury, Muhammad Salman Khan, Md. Shaheenur Islam Sumon, Enamul Hoque Bhuiyan, Amith Khandakar, Muhammad Maqsud Hossain, Abdus Sadique, Israa Al-Hashimi, Mohamed Arselene Ayari, Sakib Mahmud, Abdulrahman Alqahtani
2023 J jnl
Deep Learning Technique for Congenital Heart Disease Detection Using Stacking-Based CNN-LSTM Models From Fetal Echocardiogram: A Pilot Study.
IEEE Access
Tawsifur Rahman, Mahmoud Khatib A. A. Al-Ruweidi, Md. Shaheenur Islam Sumon, Reema Youssef Kamal, Muhammad E. H. Chowdhury, Huseyin Cagatay Yalcin
2023 J jnl
Signer-Independent Arabic Sign Language Recognition System Using Deep Learning Model.
Sensors
Kanchon Kanti Podder, Maymouna Ezeddin, Muhammad E. H. Chowdhury, Md. Shaheenur Islam Sumon, Anas M. Tahir, Mohamed Arselene Ayari, Proma Dutta, Amith Khandakar, Zaid Bin Mahbub, Muhammad Abdul Kadir