Welcome! I am glad you are here!

New Funding Updates:

• I am thrilled to announce that my project, 'Brain-Computer Interface Driven Neural Rehabilitation for Motor Dysfunction Patients with Soft Robotic Gloves,' has secured funding of 55K BDT through the University Innovation Hub Program!

• I am also happy to share that my project, 'Brain-Computer Interface Driven Neural Rehabilitation for Motor Dysfunction Patients with Soft Robotic Gloves,' has secured funding of 80K BDT from the Ministry of Science and Technology, Bangladesh Government!

Accepted Papers:

1. M. F. S. Naznin, A. I. Faruq, M. R. Tazwar, M. Jobayer, M. M. H. Shawon, and M. R. Hasan, “CSTRL: Context-driven sequential transfer learning for abstractive radiology report summarization,”  Accepted in ACL Findings, 2025. https://arxiv.org/abs/2503.05750.

Under Review (pre-print):

1. U. M. Muna, M. M. H. Shawon, M. Jobayer, S. Akter, and S. R. Sabuj, “SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification,” (arXiv:2504.13220). arXiv. https://doi: 10.48550/arXiv.2504.13220.

2. Jobayer, M., Shawon, M. M. H., Hasan, M. R., Ghosh, S., Gedeon, T., & Hossain, M. Z. (2024). Funnelnet: An end-to-end deep learning framework to monitor digital heart murmur in real-time (arXiv:2405.09570). arXiv. https://doi.org/10.48550/arXiv.2405.09570.

3. Jobayer, M., Shawon, M. M. H., Mahmud, T., Antor, M. B. U., & Chowdhury, A. M. (2024). Attdicnn: Attentive dilated convolutional neural network for automatic sleep staging using visibility graph and force-directed layout (arXiv:2409.01962). arXiv. https://doi.org/10.48550/arXiv.2409.01962.

4. Wara, Tayab Uddin, Ababil Hossain Fahad, Adri Shankar Das, and Md Mehedi Hasan Shawon. “A Systematic Review on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence” arXiv, September 4, 2024. https://doi.org/10.48550/arXiv.2405.11008.