R, Gokulapriya; M, Balamurugan; SAMBANDAM RAKOTH KANDAN, Rakoth Kandan; VETRIVEERAN, Divya. Automated Detection and Severity Grading of Knee Osteoarthritis from X-ray Images Using Machine Learning with Detailed Literature Review. Journal of Automation, Mobile Robotics and Intelligent Systems, [S. l.], v. 20, n. 3, p. 170–182, 2026. DOI: 10.14313/JAMRIS-2026-048. Disponível em: https://www.jamris.org/index.php/JAMRIS/article/view/1598. Acesso em: 21 sep. 2026.