AI-Enhanced Cloud Data Systems for Healthcare

AI data systems support Healthcare cloud computing through automated workflow operations. Our AI system presents four innovative devices for medical and research data: (1) a Data Cleaning Device, (2) a Data Optimization Device, (3) a Multi-Cloud Optimizer, and (4) a Data Logger. A detailed description includes their design process, the healthcare application pipeline for electronic health record cleaning, medical image storage, multi-cloud deployment capabilities, and secure audit functionality. The device connections are illustrated through architectural diagrams. Data quality rises while processing speed improves alongside cost reduction by adopting a Performance evaluation system compared to conventional information systems. The primary focus of our approach centres around innovative methods of data quality enhancement and storage system development alongside compliance requirements.