SMO-based system for identifying common lung conditions using histogram

• Main Authors: De La Cruz, Ria Rodette G., Roque, Trizia Roby Ann C., Rosas, John Daryl G., Vera Cruz, Charles Vincent M., Cordel, Macario O., Ilao, Joel P., Rabe, Adrian Paul J., Parungao, Petronilo J.
• Format: text
• Published: Animo Repository 2013
• Subjects: Pattern recognition systems; Lungs—Diseases—Imaging; Support vector machines; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3488; https://animorepository.dlsu.edu.ph/context/faculty_research/article/4490/type/native/viewcontent/ISMICT.2013.6521711
• Institution: De La Salle University

A radiograph is a visualization aid that physicians use in identifying lung abnormalities. Although digitized x-ray images are available, diagnosis by a medical expert through pattern recognition is done manually. Thus, this paper presents a system that utilizes machine learning for pattern recognit...