6 papers
An Improved Ensemble-Based Machine Learning Model with Feature Optimization for Early Diabetes Prediction
Md. Najmul Islam, Md. Miner Hossain Rimon, Shah Sadek-E-Akbor Shamim +3
Diabetes is a serious worldwide health issue, and successful intervention depends on early detection. However, overlapping risk factors and data asymmetry make prediction difficult…
Advancing Tabular Stroke Modelling Through a Novel Hybrid Architecture and Feature-Selection Synergy
Yousuf Islam, Md. Jalal Uddin Chowdhury, Sumon Chandra Das
Brain stroke remains one of the principal causes of death and disability worldwide, yet most tabular-data prediction models still hover below the 95% accuracy threshold, limiting r…
The Role, Trends, and Applications of Machine Learning in Undersea Communication: A Bangladesh Perspective
Yousuf Islam, Sumon Chandra Das, Md. Jalal Uddin Chowdhury
The rapid evolution of machine learning (ML) has brought about groundbreaking developments in numerous industries, not the least of which is in the area of undersea communication.…
Empowering Agricultural Insights: RiceLeafBD -- A Novel Dataset and Optimal Model Selection for Rice Leaf Disease Diagnosis through Transfer Learning Technique
Sadia Afrin Rimi, Md. Jalal Uddin Chowdhury, Rifat Abdullah +3
The number of people living in this agricultural nation of ours, which is surrounded by lush greenery, is growing on a daily basis. As a result of this, the level of arable land is…
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 +1
A very crucial part of Bangladeshi people's employment, GDP contribution, and mainly livelihood is agriculture. It plays a vital role in decreasing poverty and ensuring food securi…
A Novel Ensemble-Based Deep Learning Model with Explainable AI for Accurate Kidney Disease Diagnosis
Md. Arifuzzaman, Iftekhar Ahmed, Md. Jalal Uddin Chowdhury +4
Chronic Kidney Disease (CKD) represents a significant global health challenge, characterized by the progressive decline in renal function, leading to the accumulation of waste prod…