MSc Student in Biomedical Engineering
Md Jobayer
Linköping University, Sweden
I am an MSc student in Biomedical Engineering at Linköping University. I am interested in medical image analysis and deep learning for biomedical signals, with a particular interest in generative models and learning from limited labels.
Before moving to Sweden, I studied Electrical and Electronic Engineering at BRAC University in Dhaka, where I worked as a researcher and project manager at the Biomedical Science and Engineering Research Center.
Research Interests
- Medical Image Analysis
- Foundation Models
- Generative AI
- Self- and Semi-supervised Learning
- Multimodal AI
- Biomedical Signal Processing
Latest Updates
2026
Our paper "Attentive Dilated Convolution for Automatic Sleep Staging using Force-directed Layout" was published in IEEE Access.
2026
Our paper "Progressive Semi-supervised Learning for Multimodal Pneumonia Diagnosis" was published in Biomedical Signal Processing and Control.
Nov 2025
Posted a preprint on interpretable heart disease prediction with a weighted ensemble model on arXiv.
Latest Publications
View all →Journal
Progressive Semi-supervised Learning for Multimodal Pneumonia Diagnosis
Md Jobayer, Md. Mehedi Hasan Shawon, Mirza Rasheduzzaman, Mohammad Walidur Rahman, A.B.M.S.U. Doulah
Biomedical Signal Processing and Control · 2026
Journal
Attentive Dilated Convolution for Automatic Sleep Staging using Force-directed Layout
Md Jobayer, Md Mehedi Hasan Shawon, Tasfin Mahmud, Md. Borhan Uddin Antor, Arshad M. Chowdhury
IEEE Access · 2026
Preprint
SS-DPPN: A Self-supervised Dual-path Foundation Model for the Generalizable Cardiac Audio Representation
Ummay Maria Muna, Md Mehedi Hasan Shawon, Md Jobayer, Sumaiya Akter, Md Rakibul Hasan, Md Golam Rabiul Alam
arXiv · 2025