Performance Evaluation of Convolutional Neural Network Architectures for Diagnosis of Childhood Pneumonia

• Main Authors: Qui, Christian Michael, Abu, Patricia Angela R
• Format: text
• Published: Archīum Ateneo 2020
• Subjects: Computer Sciences; Databases and Information Systems; Maternal and Child Health; Pulmonology
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/273; https://dl.acm.org/doi/10.1145/3418094.3418120
• Institution: Ateneo De Manila University

Pneumonia, a bacterial or viral infection of the lungs that causes the inflammation of the air sacs, is one of the leading causes of mortality of children in the world. Chest x-rays, one of the golden standard tools in determining pneumonia, is mainly used to detect malignancy in the lungs. However,...