Publications
2026
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
2025
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
Journal
SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification
Ummay Maria Muna, Md Mehedi Hasan Shawon, Md Jobayer, Sumaiya Akter, Saifur Rahman Sabuj
IEEE Access · 2025
Preprint
Interpretable Heart Disease Prediction via a Weighted Ensemble Model: A Large-Scale Study with SHAP and Surrogate Decision Trees
Md Abrar Hasnat, Md Jobayer, Md Mehedi Hasan Shawon, Md Golam Rabiul Alam
arXiv · 2025
Preprint
Enhancing Medical Image Segmentation through Negative Sample Integration: A Study on Kvasir-SEG and Augmented Datasets
Imon Mahbub, Ahmed Zoha Zim, Talha Bin Imran, K. M. Fatin Mesbah, Md Jobayer, Md. Mehedi Hasan Shawon
bioRxiv · 2025
Conference
Soft Robotic Bellow-Controlled Arm Using Multi-DOF Control System
Fahin Uddin, Nazmoon Shahrair, Md. Mountashiour Rahman, Md. Tanvir Ahmed Tonmoy, Sumaiya Akter, Md Jobayer, Md. Khalilur Rahman, Md Mehedi Hasan Shawon
2025 Interdisciplinary Conference on Electrics and Computer (INTCEC) · 2025
Journal
Machine learning to predict gut microbiomes of agricultural pests
Md Jobayer, Alexander Taylor, Md Rakibul Hasan, Khandaker Asif Ahmed, Md Zakir Hossain
Neural Computing and Applications · 2025
Journal · in review
FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time
Md Jobayer, Md Mehedi Hasan Shawon, Md Zakir Hossain, Shreya Ghosh, Imre Rudas, Tom Gedeon, Md Rakibul Hasan
Applied Artificial Intelligence · 2025
2024
Conference
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization
Mst. Fahmida Sultana Naznin, Adnan Ibney Faruq, Mostafa Rifat Tazwar, Md Jobayer, Md. Mehedi Hasan Shawon, Md Rakibul Hasan
ACL · 2024
Conference
CNN and Transfer Learning-based Deep Learning Architectures for Alzheimer’s Disease Detection from MRI Scan: A Comparative Analysis
Farhan Nafis, Nahiduzzaman Akib, Mehraj Hossain, Maimuna Zaman Farasha, Md Jobayer, Md. Mehedi Hasan Shawon
3rd BECITHCON, IEEE · 2024
2023
Journal
MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer
Zhongrui Chen, Md Jobayer, Md Rakibul Hasan, Khandaker Asif Ahmed, Md Zakir Hossain
Procedia Computer Science · 2023
Journal
A systematic review on predicting PV system parameters using machine learning
Md Jobayer, Md Al Hasan Shaikat, Md Naimur Rashid, Md Rakibul Hasan
Heliyon · 2023
2022
Conference
Predictive Analysis & Brief Study of Early-Stage Diabetes Using Multiple Classifier Models
Mohammad Sadman Tahsin, Md Jobayer, Md. Borhan Uddin Antor, Maidul Islam, Fatima Fairuz Raisa, Md. Al Hasan Shaikat
12th Annual CCWC · 2022