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

    DOI ↗
  • 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

    DOI ↗

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

    arXiv ↗
  • 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

    DOI ↗
  • 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

    arXiv ↗
  • 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

    bioRxiv ↗
  • 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

    DOI ↗
  • 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

    DOI ↗
  • 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

    arXiv ↗

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

    arXiv ↗
  • 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

    DOI ↗
  • 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

    DOI ↗

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

    DOI ↗