Publications

Empowering Agricultural Insights: RiceLeafBD - A Novel Dataset and Optimal Model Selection for Rice Leaf Disease Diagnosis through Transfer Learning Technique

Md Jalal Uddin Chowdhury

JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY • 2025Accepted with minor revision

Enhancing Neurological Care: Multi-Label Classification Framework for Brain Disease Detection Using MRI

Shahriar Arefin Zummon, Md. Jalal Uddin Chowdhury

ECCE 2025 • 2025Published

Advancing Chronic Kidney Disease Prediction through Machine Learning and Deep Learning with Feature Analysis

Shiddarth Dey Tusar, S. M. Ahad Ali Chowdhury, Md. Jalal Uddin Chowdhury, ...

Frontiers in Health Informatics • 2024Published

Plant Leaf Disease Detection and Classification Using Deep Learning: A Review and A Proposed System on Bangladesh's Perspective

Md. Jalal Uddin Chowdhury, Zumana Islam Mou, Rezwana Afrin, Shafkat Kibria

International Journal of Science and Business • 2024Published

Performance Analysis for Convolutional Neural Network Architectures using Brain Tumor Datasets: A Proposed System

Md. Jalal Uddin Chowdhury, Dr. Shafkat Kibria

IWAIIP 2023 • 2023Published

Optimizing Machine Learning for Short and Long-Term Rainfall Prediction in Bangladesh's Flood-Prone Sylhet Region: A Multi-Timescale Dataset Approach

Md. Jalal Uddin Chowdhury, Nasrin Sultana, Nafisa Tabassum Ahmed Meghla, Touhid Jahan Chy

Adcomsys 2025 • 2025Upcoming

Advancing Rice Leaf Disease Detection using Vision Transformer on Real Datasets from Bangladesh

IAES Q3 Journal • 2025Under Review

Advancing Tabular Stroke Modelling Through a Novel Hybrid Architecture and Feature-Selection Synergy

Yousuf Islam, Md. Jalal Uddin Chowdhury, Sumon Chandra Das

SC Q1 Journal • 2025Under Review

The Role, Trends, and Applications of Machine Learning in Undersea Communication: A Bangladesh Perspective

Yousuf Islam, Sumon Chandra Das, Md. Jalal Uddin Chowdhury, Tajwar Tajwar Elahi Choudhury

WCN Q2 Journal • 2025Under Review

TeaLeafBD: Evaluation of a Proposed Dataset for Enhanced Tea Leaf Disease Identification using baseline Models

Nasrin Sultana, Md. Jalal Uddin Chowdhury

QSPIN 2025 • 2025Under Review

Prognostic Modeling and Risk Factor Analysis for Dengue Fever Using Machine Learning Algorithms and Neural Networks

Danbir Rashid, Md. Jalal Uddin Chowdhury, Md. Ebrahim Hossain

2025Ongoing

Advancing Alzheimer Disease Identification using Deep Learning and Transformer

2025Ongoing