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.
• 格式: text
• 出版: Animo Repository 2020
• 主題: Neural networks (Computer science); Machine learning; Pneumonia—Diagnosis; Biomedical; Electrical and Computer Engineering
• 在線閱讀: https://animorepository.dlsu.edu.ph/faculty_research/2363
• 機構: 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...