Md Jobayer

According to our database, Md Jobayer authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

CoRR, November, 2025

SS-DPPN: A self-supervised dual-path foundation model for the generalizable cardiac audio representation.

Ummy Maria Muna, Md. Mehedi Hasan Shawon, Md Jobayer, Sumaiya Akter, Md. Rakibul Hasan, Md. Golam Rabiul Alam

CoRR, October, 2025

FoundationalECGNet: A Lightweight Foundational Model for ECG-based Multitask Cardiac Analysis.

Md. Sajeebul Islam Sk., Md Jobayer, Md. Mehedi Hasan Shawon, Md. Golam Raibul Alam

CoRR, September, 2025

Machine learning to predict gut microbiomes of agricultural pests.

Md Jobayer, Alexander Taylor, Md. Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain

Neural Comput. Appl., May, 2025

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

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout.

Md Jobayer, Md. Mehedi Hasan Shawon, Tasfin Mahmud, Md. Borhan Uddin Antor, Arshad M. Chowdhury

CoRR, 2024

FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time.

Md Jobayer, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md. Zakir Hossain

CoRR, 2024

2023

MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer.

Zhongrui Chen, Md Jobayer, Md. Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2022

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

Proceedings of the 12th IEEE Annual Computing and Communication Workshop and Conference, 2022