Article

From Offline Accuracy to Deployed Performance: A Four-Phase Evaluation of an Edge-Hosted Wearable Stress-Monitoring Platform

2026-07-06

Abstract excerpt

This paper reports a four-phase deployment evaluation of TrackWise, an edge-hosted wearable stress-monitoring application that serves a frozen Confidence-Aware Hybrid Learning (CAHIL) checkpoint through a local Hypertext Transfer Protocol (HTTP) inference service and a browser-based clinical dashboard, with no retraining performed at any stage. Phase 1 measured a mean sequential HTTP latency of 80.47 milliseconds...

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Literature Corpus work: 7bf9bfcb-edea-5c1e-ab10-4d19e04e6597
DOI: 10.20944/preprints202607.0364.v1

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