“ Machine Learning in MRI-Based Cancer Characterization: Enhancing Precision and Early Detection ”, IJLTEMAS, vol. 14, no. 11, pp. 971–979, Dec. 2025, doi: 10.51583/IJLTEMAS.2025.1411000094.