Jinnat Ara and Samiha Binte Abdullah 2026. AI-Driven Diagnostic Modelling Frameworks for Enhancing Accuracy and Privacy Protection in U.S. Healthcare Analytics Systems. American Journal of Scholarly Research and Innovation. 5, 01 (Feb. 2026), 109–155. DOI:https://doi.org/10.63125/1dz58p94.