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Mobile·Healthcare

Patient Monitoring

Chronic care patients forgot medications and missed vital sign logging.

Overview

We built a patient-facing app that handles medication reminders, vital sign logging (with wearable sync), and caregiver alerts — keeping chronic care patients on track between nurse visits and flagging concerning trends early.

Client

A home health agency...

Timeline

14 weeks

Team

2 engineers

Industry

Healthcare

The Challenge

A home health agency struggled to monitor chronic care patients between nurse visits. Patients forgot medications, didn't track vital signs, and health changes weren't detected until the next in-person visit — often resulting in preventable emergency room trips.

Our Approach

1

Built a medication reminder system with acknowledgment tracking and escalation for missed doses

2

Integrated with popular wearables for automatic vitals capture from Apple Health and Google Fit

3

Created a caregiver portal with real-time patient dashboards showing medication adherence and vitals trends

4

Added an alert system for out-of-range readings that notifies caregivers and clinical staff immediately

Key Results

65→90%

Med Adherence

85%

Vitals Compliance

25%

Fewer ER Visits

14 wks

Delivered In

Medication adherence improved from 65% to over 90%

Vital sign logging compliance reached 85%+

Early interventions increased, reducing preventable ER visits

Caregiver satisfaction improved with real-time visibility between visits

Our nurses visit once a week but a lot can go wrong in between. Now we see if someone missed their meds or if their blood pressure is trending up. We've caught several situations early that would have ended up in the ER.

Clinical Director, Home Health Agency

Tech Stack

FlutterNode.jsPostgreSQLApple HealthKitGoogle FitFirebase

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