Lōkahi Innovation in Healthcare 

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CommuneED

kunal

AriaVoron


The AI-Powered Therapy Progress Tracker revolutionizes mental health care by bridging the gap between therapy sessions with real-time data, insights, and progress visualization. This solution leverages cutting-edge technologies to streamline the patient-therapist interaction, enabling therapists to measure progress and identify critical patterns objectively.

This workflow integrates multiple advanced tools and APIs to handle voice logs, text transcriptions, emotion recognition, and therapy goal assessments, ensuring a seamless experience for both therapists and clients.


1. Therapist
Therapists play a vital role in the therapy process but often struggle with fragmented and incomplete data about their patients. Through the platform:
	•	Therapists upload session recordings, which are analyzed for meaningful insights.
	•	They review weekly summaries, patient progress, and emotion analysis to refine therapy plans.
	•	With real-time updates, they gain a clear understanding of each patient’s journey between sessions.

2. Client (Patient)
Patients often face challenges logging their emotions, triggers, and responses daily. The tracker simplifies this by:
	•	Allowing patients to submit voice or text logs effortlessly.
	•	Encouraging consistent engagement with reminders and user-friendly tools.
	•	Presenting visual insights, such as emotion trends and progress graphs, to keep them motivated.
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The Technology Stack
Next.js
	•	Role: Serves as the frontend framework, enabling therapists and patients to interact with the platform.
2. WebSocket
	•	Role: Facilitates real-time communication between the frontend and backend.
3. Supabase
	•	Role: Acts as the secure database and backend service for data storage
4. AssemblyAI
	•	Role: Converts voice logs and session recordings into accurate text transcripts.
5. OpenAI
	•	Role: Performs sentiment analysis, and therapy goal evaluation.
6. HumeAI
	•	Role: Conducts emotion recognition and behavioral analysis.

MindSight revolutionizes therapy by providing therapists with real-time insights from patients’ voice logs, quantifying progress, and bridging the data gap between sessions to deliver personalized, impactful mental health care.

"CommuneED team on Lōkahi Innovation in Healthcare Hackathon"

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