Deep Learning Technique for Congenital Heart Disease Detection Using Stacking-Based CNN-LSTM Models From Fetal Echocardiogram: A Pilot Study. - Tawsifur Rahman; Mahmoud Khatib A. A. Al-Ruweidi; Md. Shaheenur Islam Sumon; Reema Youssef Kamal; Muhammad E. H. Chowdhury; Huseyin Cagatay Yalcin (IEEE Access, 2023)

Signer-Independent Arabic Sign Language Recognition System Using Deep Learning Model. - 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 (Sensors, 2023)

Deep Learning Framework for Liver Segmentation from T1-Weighted MRI Images. - Md Sakib Abrar Hossain; Sidra Gul; Muhammad E. H. Chowdhury; Muhammad Salman Khan 001; Md. Shaheenur Islam Sumon; Enamul Hoque Bhuiyan; Amith Khandakar; Muhammad Maqsud Hossain; Abdus Sadique; Israa Al-Hashimi; Mohamed Arselene Ayari; Sakib Mahmud; et al. (Sensors, 2023)

GearFaultNet: Novel Network for Automatic and Early Detection of Gearbox Faults. - 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 (IEEE Access, 2024)

Improving MRI Resolution: A Cycle Consistent Generative Adversarial Network-Based Approach for 3T to 7T Translation. - 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 (IEEE Access, 2024)

Innovative Deep Learning Architecture for the Classification of Lung and Colon Cancer From Histopathology Images. - Menatalla Said; Md. Sakib Bin Islam; Md. Shaheenur Islam Sumon; Semir Vranic; Rafif Mahmood Al Saady; Abdulrahman Alqahtani; Muhammad E. H. Chowdhury; Shona Pedersen (Appl. Comput. Intell. Soft Comput., 2024)

Classification and segmentation of kidney MRI images for chronic kidney disease detection. - Md. Sakib Bin Islam; Md. Shaheenur Islam Sumon; Rusab Sarmun; Enamul Hoque Bhuiyan; Muhammad E. H. Chowdhury (Comput. Electr. Eng., 2024)

Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet. - 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 (Comput. Biol. Medicine, 2025)

Classification of glioma grade and Ki-67 level prediction in MRI data: A SHAP-driven interpretation. - Enamul Hoque Bhuiyan; Muntakim Mahmud Khan; Hossain Shahriar; R. Rahman; Q. Luo; M. F. Hossain; K. Wang; Md. Shaheenur Islam Sumon; S. Khalid; M. Karaman; J. Zhang; Muhammad E. H. Chowdhury; et al. (Comput. Medical Imaging Graph., 2025)

Self-CephaloNet: A Two-stage Novel Framework using Operational Neural Network for Cephalometric Analysis. - 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 (CoRR, 2025)

Self-CephaloNet: a two-stage novel framework using operational neural network for cephalometric analysis. - 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 (Neural Comput. Appl., 2025)

CardioTabNet: a novel hybrid transformer model for heart disease prediction using tabular medical data. - 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 (Health Inf. Sci. Syst., 2025)