CNN-based deep learning model for chest x-ray health classification using TensorFlow

• Main Authors: Tobias, Rogelio Ruzcko N.M. I., De Jesus, Luigi Carlo M., Mital, Matt Ervin G., Lauguico, Sandy C., Guillermo, Marielet A., Sybingco, Edwin, Bandala, Argel A., Dadios, Elmer P.
• Format: text
• Published: Animo Repository 2020
• Subjects: Neural networks (Computer scienceMachine learning; Pneumonia—Diagnosis; Biomedical; Electrical and Computer Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2363; https://animorepository.dlsu.edu.ph/context/faculty_research/article/3362/type/native/viewcontent
• Institution: De La Salle University

Incorrect diagnosis is still apparent especially in respiratory diseases. There is truly a need to extend the study with correct diagnosis as most of lung diseases affect children. Over-diagnosis is also a problem that is necessary to address. As an aid to health diagnostics and health professionals...