The diagnosis of COVID-19 through X-ray images via transfer learning and fine-tuned dense layer on pipeline

• Main Authors: Amiir Haamzah, Mohamed Ismail, Mohd Azraai, Mohd Razman, Ismail, Mohd Khairuddin, Muhammad Amirul, Abdullah, Rabiu Muazu, Musa, Anwar P. P., Abdul Majeed
• Format: Article
• Language: English
• Published: Penerbit UMP 2021
• Subjects: RA Public aspects of medicine; TJ Mechanical engineering and machinery
• Online Access: http://umpir.ump.edu.my/id/eprint/33970/1/The%20diagnosis%20of%20COVID19%20through%20xray%20images.pdf; http://umpir.ump.edu.my/id/eprint/33970/; https://doi.org/10.15282/mekatronika.v3i2.7161; https://doi.org/10.15282/mekatronika.v3i2.7161

X-ray is used in medical treatment as a method to diagnose the human body internally from diseases. Nevertheless, the development in machine learning technologies for pattern recognition have allowed machine learning of diagnosing diseases from chest X-ray images. One such diseases that are able to...