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Rituparna Datta

2 accepted papers

2026

Agentic Framework for Epidemiological Modeling

ICML 2026poster

Epidemic modeling is essential for public health planning, yet traditional approaches rely on fixed model classes that require manual redesign as pathogens, policies, and scenario assumptions evolve. We introduce EpiAgent, an agentic framework that automatically synthesizes, calibrates, verifies, an…

Cited by 0SourceScholar
2026

Prediction of Hospital Associated Infections During Continuous Hospital Stays

AAAI 2026technical

The US Centers for Disease Control and Prevention (CDC), in 2019, designated Methicillin-resistant Staphylococcus aureus (MRSA) as a serious antimicrobial resistance threat. The risk of acquiring MRSA and suffering life-threatening consequences due to it remains especially high for hospitalized pati

Cited by 0SourcePDFScholar