Muhammad Umer Istiaq, Sehrush Seemab, Imran Ahmad, Hafiz Muneeb Ahmad, Sadaf Ayesha, Sunbal Faraz Hayat and Sheraz Ahmad 2026. Machine Learning Approaches for Chronic Pain Classification and Management: A Comparative Analysis Using the NHANES Dataset. Journal of Computing & Biomedical Informatics. 11, 02 (Sep. 2026). DOI:https://doi.org/10.56979/1102/2026/1425.