Binary Classification of Glomeruli Using Convolutional Neural Networks

• المؤلفون الرئيسيون: Garganera, Wilbert, Katsumi, Syou, Regalado, Joachim, Briones, Jeric C.
• التنسيق: text
• منشور في: Archīum Ateneo 2024
• الموضوعات: Artificial Intelligence and Robotics; Cardiovascular System; Computer Sciences
• الوصول للمادة أونلاين: https://archium.ateneo.edu/mathematics-faculty-pubs/277; https://doi.org/10.1063/5.0216681

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...