IISc Develops AI Platform to Enhance Healthcare Fraud Detection in Bengaluru
Health schemes: IISc's CDPG builds secure AI data platform to detect frauds in Bengaluru
Deccan Herald
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The Centre of Data for Public Good (CDPG) at the Indian Institute of Science (IISc), Bengaluru, has launched a privacy-preserving AI platform to improve claims processing and fraud detection under India's Ayushman Bharat scheme. This initiative allows secure access to healthcare datasets while protecting patient privacy.
- 01The platform, named ‘Trusted AI Data Platform’, enables innovation in healthcare while adhering to the Digital Personal Data Protection Act, 2023.
- 02Participants can work with real-world healthcare claims data without exposing sensitive patient information, using controlled sandbox environments.
- 03The initiative aims to build trust in AI systems by providing audit trails for data sharing, ensuring compliance with privacy regulations.
- 04The platform's architecture includes sandboxed environments and automated evaluation mechanisms to maintain governance.
- 05The technology served as the backbone for a national healthcare hackathon focused on enhancing efficiency and transparency in large-scale healthcare schemes.
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The Centre of Data for Public Good (CDPG) at the Indian Institute of Science (IISc) in Bengaluru has introduced a new AI platform aimed at tackling fraud in healthcare claims processing under the Ayushman Bharat (AB) PM-JAY scheme. Dubbed the ‘Trusted AI Data Platform’, this initiative facilitates innovation while ensuring patient data privacy in compliance with the Digital Personal Data Protection Act, 2023. By allowing startups and researchers to access real-world healthcare datasets in secure sandbox environments, the platform addresses significant concerns regarding data protection in AI applications. Rakshit Ramesh, VP of Analytics at CDPG, emphasized the importance of fostering trust in AI systems, noting that the platform includes features for auditing data sharing practices. The architecture supports hosted model access and automated evaluation mechanisms, creating a robust environment for developing AI solutions. This platform was instrumental during a recent national healthcare hackathon, highlighting its role in promoting efficient and transparent healthcare systems.
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The introduction of the Trusted AI Data Platform aims to enhance the efficiency and transparency of healthcare claims processing in India.
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