TY - GEN
T1 - A Convergent Framework of Predictive Learning Intelligence with Secure Blockchain in Healthcare
AU - Ojha, Shivam Kumar
AU - Mishra, Sushruta
AU - Mallick, Rahul Dev
AU - Yang, Tiansheng
AU - Wang, Lu
AU - Rathore, Rajkumar Singh
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2026.
PY - 2026/1/15
Y1 - 2026/1/15
N2 - The combination of machine learning (ML) and blockchain technology has great potential, especially in the healthcare field. Machine learning is effective in identifying patterns and making decisions, but it relies on large, trusted data to ensure accuracy. The decentralized nature of blockchain encourages secure data sharing, while consensus ensures that shares data is legal and protected. Integrating these technologies makes the learning model very effective because trusting the blockchain improves data integrity and privacy. This method can lead to greater confidence and clarity, especially in the medical field where the security of important information and advanced analytical tools are required. This article shows how the integration of machine learning and blockchain can improve healthcare by providing better data management, security, and accurate decision-making.
AB - The combination of machine learning (ML) and blockchain technology has great potential, especially in the healthcare field. Machine learning is effective in identifying patterns and making decisions, but it relies on large, trusted data to ensure accuracy. The decentralized nature of blockchain encourages secure data sharing, while consensus ensures that shares data is legal and protected. Integrating these technologies makes the learning model very effective because trusting the blockchain improves data integrity and privacy. This method can lead to greater confidence and clarity, especially in the medical field where the security of important information and advanced analytical tools are required. This article shows how the integration of machine learning and blockchain can improve healthcare by providing better data management, security, and accurate decision-making.
KW - Artificial intelligence
KW - Blockchain
KW - Decision-making
KW - Healthcare
KW - Predictive learning
UR - https://www.scopus.com/pages/publications/105028681900
U2 - 10.1007/978-981-96-8104-4_45
DO - 10.1007/978-981-96-8104-4_45
M3 - Conference contribution
AN - SCOPUS:105028681900
SN - 9789819681037
T3 - Lecture Notes in Networks and Systems
SP - 685
EP - 692
BT - Proceedings of 6th Doctoral Symposium on Computational Intelligence - DoSCI 2025
A2 - Swaroop, Abhishek
A2 - Kansal, Vineet
A2 - Hassanien, Aboul Ella
PB - Springer Science and Business Media Deutschland GmbH
T2 - 6th Doctoral Symposium on Computational Intelligence, DoSCI 2025
Y2 - 28 March 2025 through 29 March 2025
ER -