Muruganantham S, Marakhimov Avazjon Rakhimovich, Nafisa Abdullayeva, Odilbek Kosimov, Annette Nellyet, C.Arunkumar Madhuvappan, and S.Valarmathy. “Deep Learning and Nonlinear Optimization-Assisted PDE Segmentation Framework for Accurate Brain Tumor Boundary Detection in MRI Scans”. Results in Nonlinear Analysis 8, no. 3 (December 28, 2025): 190–199. Accessed January 2, 2026. https://www.nonlinear-analysis.com/index.php/pub/article/view/796.