3 papers
cs.LG2026
Explainable AI for Chronic Kidney Disease Prediction Using Simulated Federated Learning
Md Zahid Hasan Ontor, Md Al Amin, Anik Dev Nath +1
Chronic Kidney Disease (CKD), characterized by the gradual loss of kidney function, remains a significant public health challenge. Early detection is crucial for preventing severe…
cs.LG2026
Spatial Prediction of Soil Microplastics and Organic Matter Using Graph Attention Networks
Anik Dev Nath, Md Al Amin, Bikash Kumar Paul
Accurate estimation of soil microplastics and organic matter is essential to assess ecosystem health and support sustainable land use. This study presents a graph-based deep learni…
eess.IV2025
Colon Polyps Detection from Colonoscopy Images Using Deep Learning
Md Al Amin, Bikash Kumar Paul
Colon polyps are precursors to colorectal cancer, a leading cause of cancer-related mortality worldwide. Early detection is critical for improving patient outcomes. This study inve…