Publications

Interpretability of Machine Learning Models in Medical Image: Analysis A Study Using the RSNA Pneumonia Dataset

[*in review]

Authors: Will be updated later on

CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization

[*in review]

Authors: Will be updated later on

CNN and Transfer Learning-based Deep Learning Architectures for Alzheimer’s Disease Detection From MRI Scan: A Comparative Analysis

[*Accepted in 3rd IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON)

Authors: F. A. Nafis, N. Akib, M. Hossain, M. Z. Farasha, M. Jobayer, and M. M. H. Shawon

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

[*in review] [check paper]

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

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

[*in review] [check paper]

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

A Systematic Review on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence 

[*in review] [check paper]

Authors: Tayab Uddin Wara, Ababil Hossain Fahad, Adri Shankar Das, Md. Mehedi Hasan Shawon