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Ritu Agarwal

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#graph neural networks Open access Oct 2026

AI-Powered Healthcare Assistant with Drug Interaction Detection and Emergency Support

Modern healthcare delivery continues to be con-strained by fragmented digital tools, delayed diagnosis, unmoni-tored drug-drug interactions (DDIs), and insufficient emergency response mechanisms, particularly for users without direct spe-cialist access. This paper presents an AI-Powered Healthcare Assistant—an integrat...

Savara Gnan Prakash, Diwakar Nallappagari, Gangana Jashwanth Reddy et al. · 0 citations
#artificial intelligence Preprint Aug 2026

FairGlucose: A CGM Fairness Benchmark Reveals Subgroup Disparities Hidden in Population-Level Validation

It is established that population-level validation alone is insufficient for equity assessment of digital health AI, motivating subgroup-disaggregated reporting as a default standard, and subgroup-disaggregated reporting as a default standard for personalized configurations.

Junjie Luo, Xuzhe Zhi, Rui Han et al. · 0 citations

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