Dr. Jonathan R. Whitaker. 2026. “Bias, Fairness, and Ethical Accountability in Machine Learning Systems: A Comprehensive Socio-Technical Analysis”. Stanford Database Library of American Journal Of Biomedical Science & Pharmaceutical Innovation 6 (02):1-6. https://oscarpubhouse.com/index.php/sdlajbspi/article/view/868.