Advancing Glioma Segmentation: A Robust 3D Residual Attention U-Net Framework for Multimodal MRI Images. - Soumit Das; Md. Farukuzzaman Faruk; Shakil Mahmud Shuvo; Azmain Yakin Srizon; S. M. Mahedy Hasan; Md. Al Mamun (ICCA, 2024)

Improving Pre-Trained CNNs with CBAM and Skip Connections for Multi-Class Retinal Diseases Classification using OCT Images. - Navia Novely; Shakil Mahmud Shuvo; Md. Farukuzzaman Faruk (ICCA, 2024)

Bengali Handwritten Character Recognition Enhanced with Morphological Preprocessing and Attention Mechanism-based Convolutional Neural Network. - Most. Thasin Sabira; Md. Farukuzzaman Faruk; S. M. Mahedy Hasan; Azmain Yakin Srizon; Md. Nasif Khansur; Md. Al Mamun; Md. Rakib Hossain (ICCA, 2024)

Early Detection of Suicidal Ideation Using Bidirectional GRU and Language Models. - Shakil Mahmud Shuvo; Navia Novely; Md. Farukuzzaman Faruk; Azmain Yakin Srizon; S. M. Mahedy Hasan (ICCA, 2024)

RAS-bengaliNet: An Explainable Lightweight Convolutional Neural Network for Handwritten Bangla Compound Characters Recognition. - Rafi Ahammed Songram; S. M. Mahedy Hasan; Azmain Yakin Srizon; Md. Farukuzzaman Faruk; Md. Rakib Hossain; Md. Al Mamun (ICCA, 2024)

An effective screening of COVID-19 pneumonia by employing chest X-ray segmentation and attention-based ensembled classification. - Abu Sayeed; Nasif Osman Khansur; Azmain Yakin Srizon; Md. Farukuzzaman Faruk; Salem A. Alyami; A. K. M. Azad; Mohammad Ali Moni (IET Image Process., 2024)