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Premium research paper on uncertainty-aware multimodal imaging and clinician-in-the-loop augmented guidance for PIV cannulation.

VenaPath Guardian

Multimodal Vision and Uncertainty-Aware Augmented Guidance for Clinician-in-the-Loop Hand Peripheral IV Cannulation .

AI-Based Smart IV Drip Controller Using IoT

Safe and Adaptive Drug Delivery A smart IoT-enabled IV drip control system that combines real-time flow sensing, adaptive AI control,IV therapy.

AI Medication Adherence – Smart Pill Box

A home healthcare IoT solution that uses multi-sensor pill-box monitoring and hybrid AI inference to detect missed doses, reduce false alerts, and support patient–nurse escalation workflows.

Smart Ambulance – AI Telemetry & Predictive Triage

Multimodal Vision and Uncertainty-Aware Augmented Guidance for Clinician-in-the-Loop Hand Peripheral IV Cannulation .

EduTrace – Evidence-First AI Tutoring System

An Evidence-First Intelligent Tutoring System with Transparent Retrieval and Adaptive Feedback

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