Research Interests
Publications
An Efficient 3D U-Net with Squeeze-and-Excitation Module for Lung Nodule Segmentation from CT Scans
Authors: Md. Sozib Hossain, Md. Rabiul Islam
Conference: 2025 28th International Conference on Computer and Information Technology (ICCIT).
Accepted 1 December 2025A Novel Approach of Skin Lesions Segmentation using Hybrid Polar-Attention Transformer U-Net (PATU-Net) from Dermoscopic Images
Authors: Taki Tamim, Md. Sozib Hossain
Conference: 2025 28th International Conference on Computer and Information Technology (ICCIT).
Accepted 1 December 2025Hyperparameter Tuned Lightweight CNN-SVM Hybrid Model for Efficient Multi-Class Lung Cancer Classification
Authors: Md. Sozib Hossain, Md. Ali Hossain and Azmain Yakin Srizon
Conference: IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Rangpur, Bangladesh, 2025.
Published 29 September 2025Patch-Based Lung Nodule Malignancy Classification using Vision Transformer with XAI Interpretation
Authors: Md. Sozib Hossain, Md. Ali Hossain and Utsha Das
Conference: IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Rangpur, Bangladesh, 2025.
Published 29 September 2025A Low-Cost Model for Lung Nodule Classification from 3D CT Images using the Feature-Fused Orthogonal Views with Parallel 2D CNNs
Authors: Md. Sozib Hossain, Md. Ali Hossain and Utsha Das
Conference: IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Rangpur, Bangladesh, 2025.
Published 29 September 2025Towards Early Dengue Diagnosis in Bangladesh: A Non-Invasive Prediction Model Based on Symptoms and Local Trends
Authors: Md Khalid Syfullah, Md Santo Ali, Asfia Moon Oishy, Md Sozib Hossain
Conference: IEEE International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON), Rajshahi, Bangladesh, 2024.
Published 25 December 2024