Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion. - Kazi Shahriar Sanjid; Md. Tanzim Hossain; Md. Shakib Shahariar Junayed; Mohammad Monir Uddin (CoRR, 2024)

Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment. - Kazi Shahriar Sanjid; Md. Tanzim Hossain; Md. Shakib Shahariar Junayed; Mohammad Monir Uddin (CoRR, 2024)

Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement. - Istiak Ahmed; Md. Tanzim Hossain; Md. Zahirul Islam Nahid; Kazi Shahriar Sanjid; Md. Shakib Shahariar Junayed; Mohammad Monir Uddin; Mohammad Monirujjaman Khan (CoRR, 2024)

From pixels to pathology: A novel dual-pathway multi-scale hierarchical upsampling network for MRI-based prostate zonal segmentation. - Kazi Shahriar Sanjid; Md. Shakib Shahariar Junayed; Md. Tanzim Hossain; Yu-Long Wang; Mohammad Monir Uddin; Sheikh Anisul Haque (Intell. Syst. Appl., 2024)

Topology-aware anatomical segmentation of the Circle of Willis: HUNet unveils the vascular network. - Md. Shakib Shahariar Junayed; Kazi Shahriar Sanjid; Md. Tanzim Hossain; Mohammad Monir Uddin; Sheikh Anisul Haque (IET Image Process., 2024)