Binary Classification of Glomeruli Using Convolutional Neural Networks

• Main Authors: Garganera, Wilbert, Katsumi, Syou, Regalado, Joachim, Briones, Jeric C.
• Format: text
• Published: Archīum Ateneo 2024
• Subjects: Artificial Intelligence and Robotics; Cardiovascular System; Computer Sciences
• Online Access: https://archium.ateneo.edu/mathematics-faculty-pubs/277; https://doi.org/10.1063/5.0216681
• Institution: Ateneo De Manila University

Glomeruli are tiny clusters of blood vessels found in the kidneys which filter bodily waste. However, various diseases such as diabetes and obesity are risk factors for glomerulosclerosis, the scarring of glomeruli. This impedes the filtration process and leads to more advanced renal diseases and ev...