Remote Patient Monitoring via Bluetooth IoT
Connecting Bluetooth medical devices to a secure clinical dashboard for real-time chronic and maternal care
The Challenge
Clinicians had no real-time visibility into patient vitals between hospital visits
Bluetooth medical devices (BP monitors, oximeters) had no unified data ingestion pipeline
Pregnancy monitoring required custom risk-scoring separate from general chronic-care flows
End-to-end encryption and data residency compliance were non-negotiable for regulatory approval
Clinical dashboards needed to surface critical alerts without overwhelming care teams
Our Solution
Built a BLE abstraction layer supporting multiple medical device manufacturers with a normalised data schema
Designed a three-tier architecture: Patient Mobile App → Secure Cloud API → Clinician Web Dashboard
Implemented real-time WebSocket pipeline delivering sub-5-second vitals from device to clinician screen
Created a configurable alert engine with clinical threshold management and on-call escalation routing
Built a dedicated pregnancy monitoring module with gestational-age-aware risk scoring
Achieved regulatory compliance with end-to-end encryption and patient consent management flows
Measurable Impact
< 5 seconds
Real-time vitals transmission from Bluetooth device to clinical dashboard
< 7%
Tuned thresholds surface critical events without overwhelming care teams
Multi-vendor
BLE abstraction layer works across 6+ medical device manufacturer protocols
Compliant
End-to-end encryption and consent flows met national digital health authority requirements
"Our clinicians can now monitor patients from anywhere. The dashboard is the first thing they check every morning — it changed how we deliver care."
Technology stack
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