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Nagesparan Ainarappan on Muck Rack

Nagesparan Ainarappan

As seen in: Frontiers in Digital Health
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Articles

An agentic AI- and n8n automation-powered maternal care framework with predictive pregnancy monitoring and continuous learning

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By R. Suganya, Subhash Thippa, Nagesparan Ainarappan
| Frontiers in Digital Health
Abstract Conventional maternal remote patient monitoring has relied upon using immutable ranges for detection of conditions on maternal telemetry. However, this has created extreme alert fatigue in clinicians. The newly proposed Agentic AI Maternal Triage Framework combines patient-reported outcome data with quantitative telemetry values to deliver real-time, context-aware decisions regarding risk stratification to both the clinician and patient.
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