Daram, S. 2025. Federated Learning in Medical AI: Advancing Privacy-Preserving Data Sharing for Collaborative Healthcare Research. International Journal of Artificial Intelligence, Data Science, and Machine Learning. 6, 2 (Apr. 2025), 65–72. DOI:https://doi.org/10.63282/3050-9262.IJAIDSML-V6I2P107.