Dr. Ravi Kapoor (2025) “Ensuring Regulatory Compliance and Reliability of Artificial Intelligence–Driven Computerized Pharmaceutical Systems: A Risk‑Based Approach to Data Lifecycle, Privacy, and Validation in GxP Environments ”, International journal of data science and machine learning, 5(02), pp. 419–425. Available at: https://www.academicpublishers.org/journals/index.php/ijdsml/article/view/9001 (Accessed: 23 March 2026).