mellow-medication
Kirtan BrahmbhattMake the below end to end project for the hackathon competetion. Make sure to follow the appropriate structure for both frontend and backend. Make the app using Django rest framework for backend and React Js for frontend. Make the UI professional and cool not some normal dull UI design. Complete the project and then help me set it up on my system. Provide me step by step guide to setup the project on my system Objective: To develop a monitoring and alert system that tracks patient medication adherence, detects missed or incorrect doses, and provides timely reminders and reports to prevent silent treatment failure. Problem Description: Medication adherence is critical for successful treatment outcomes, especially for chronic diseases. However, patients frequently miss doses, stop medication early, or take incorrect dosages due to forgetfulness, misunderstanding, or lack of supervision. Healthcare providers often have no real-time visibility into patient adherence. This project proposes a smart system that monitors medication intake behavior using digital records, sensor data, or user interaction logs, identifies non-compliance patterns, and generates alerts or reports for patients and caregivers. Core Features: ● Medication schedule management ● Detection of missed or delayed doses ● Adherence tracking and compliance scoring ● Automated reminders and alerts ● Non-adherence pattern analysis ● Reporting dashboard for caregivers or doctors ● Scalable for chronic and long-term treatments Datasets Required: ● Electronic Health Records (EHR) – Synthetic Dataset (MIMIC-III) https://physionet.org/content/mimiciii/1.4/ ● Medication Event Monitoring System (MEMS) – Sample Data https://physionet.org/content/mimiciii-demo/
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Smart Medication Monitoring for Better Health Outcomes
Track adherence, receive timely reminders, and prevent silent treatment failure — empowering patients, caregivers, and providers alike.
Track Every Dose at a Glance
A visual overview of your medication schedule. Each pill represents a dose — color-coded by adherence status. Click any pill to see full details.
Everything You Need for Better Adherence
Powerful tools designed to help patients stay on track, caregivers stay informed, and providers make smarter decisions.
Automated Reminders
Never miss a dose with intelligent, customizable reminders delivered at just the right time via push, SMS, or email.
Adherence Tracking
Real-time monitoring of medication intake with visual dashboards that highlight trends and gaps instantly.
Pattern Analysis
AI-powered detection of non-adherence patterns across time, medications, and patient demographics.
Smart Reports
Generate detailed compliance reports for caregivers and healthcare providers with one-click export.
Caregiver Alerts
Instant notifications to caregivers and family members when critical non-adherence events are detected.
Compliance Score
Comprehensive scoring system that tracks overall medication adherence with actionable improvement insights.
Built for Everyone in the Care Journey
Whether you’re managing your own medication, caring for a loved one, or overseeing patient outcomes — mellow-medication adapts to your role.
Patient
Individuals managing their medication schedules and tracking adherence to improve health outcomes.
- Easy-to-use medication scheduling
- Timely automated reminders
- Adherence score and compliance history
Caregiver
Family members and healthcare providers who monitor patient adherence and provide support.
- Access to patient reports and dashboards
- Real-time alerts for missed doses
- Critical non-adherence event notifications
Admin
System administrators who manage patient data, generate insights, and analyze adherence patterns.
- Tools for monitoring adherence data
- Automated report generation
- Non-adherence pattern analysis
Simple Steps to Better Adherence
Start tracking your medication in four easy steps. Our system guides you from setup to lasting compliance.
Create Schedule
Set up your personalized medication schedule with dosage, timing, and frequency. Our smart system adapts to your treatment plan.
Receive Reminders
Get timely, automated notifications before each dose. Never miss a medication window with smart alerts tailored to your routine.
Log Adherence
Confirm taken doses or log missed ones with a single tap. Track incorrect doses and keep an accurate compliance record effortlessly.
Track Progress
View your adherence score, compliance trends, and detailed reports. Gain insights to improve your health outcomes over time.
Trusted by Thousands for Better Health Outcomes
Real-time metrics from the mellow-medication platform, helping patients and caregivers stay on track with treatment plans.
Trusted by Patients & Caregivers
Real stories from people who improved their medication adherence and health outcomes with Mellow Medication.
Ready to Take Control of Your Medication?
Join thousands of patients and caregivers who have improved treatment outcomes with smart adherence tracking, automated reminders, and actionable insights.
No credit card required · HIPAA compliant · Cancel anytime
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