Optimized ROI Extraction and Pixel Reduction Methods for Kidney Abnormality Detection

• Published in: Proceedings of IEEE Southeastcon pp. 1091 - 1096
• Main Authors: Hossain, Md Junayed, Monir, Md Fahad, Ahmed, Tarem
• Format: Conference Proceeding
• Language: English
• Published: IEEE 22.03.2025
• Subjects: Classification; Data mining; Data models; Deep learning; Efficient-Net B7; Inception V3; Interpolation; Kidney; Kidney Abnormalities; Medical diagnostic imaging; Medical treatment; Pixel Reduction; Planning; Public healthcare; Region of Interest; Strain

A global public health concern, Chronic Kidney Disease causes renal failure, cardiovascular disease, and premature death. Given the frequency of kidney diseases and their significant impact on public health, detection of any abnormalities in the kidney is crucial. Effective patient treatment and med...