About eMindGuard
eMindGuard is an innovative mental health assessment app designed for young adults, including college students. It utilises a unique blend of Social Media data, Environmental factors, and Locational information to offer a comprehensive evaluation of an individual's mental health vulnerability.
Why eMindGuard is Unique?
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Holistic Approach
Unlike other apps, eMindGuard takes into account a wide range of factors including social media sentiments, environmental data, and locational attributes.
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Use of Explainable AI
The app employs explainable AI for transparent and insightful mental health assessments.
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Personalised Recommendations
It offers tailored suggestions based on the user's unique mental health profile, fostering a supportive community through notifications in critical scenarios.
The Process
Data Collection
- Social Media Data: The app gathers data from social media platforms to analyze users' emotions, thoughts, and behaviors.
- Locational Data: It utilizes GPS coordinates and points of interest like urban facilities, events, and crime rates.
- Climatic Data: eMindGuard incorporates weather and air quality data, providing insights into external factors that affect mental health.
Data Analysis and Predictive Modeling
- Advanced Analysis: Using state-of-the-art explainable AI techniques and predictive modeling, the app deciphers complex relationships among various determinants of mental health.
- Vulnerability Matrix: It generates an easily interpretable vulnerability matrix that provides users with a clear understanding of their mental health vulnerabilities and influencing factors.
User Journey
Explore eMindGuard’s user journey: from initial sign-up and personal setup to receiving your tailored mental health assessment, driven by our sophisticated AI & ML model.
