Mind Mosaic

What it does

Our innovative web app enhances detection and analysis of Language Thought Disorders (LTD), early indicators of psychosis in conditions like Schizophrenia and Bipolar Disorder. It aids healthcare providers in early intervention, potentially improving patient outcomes.
Features:
• Analyzes speech samples for language disorders
• Automates simple clinical interviews and transcription
• Generates comprehensive linguistic profiles
• Provides detailed recommendations for providers
• Highlights specific instances of language disorders

LTD Analyzed:
• Illogical Thinking: Speech lacking logical coherence
• Poverty of Content: Speech lacking sufficient detail/information
• Loose Associations: Disrupted logical connections between ideas
• Incoherence: Disrupted structural integrity within sentences

Gemini API Integration:
• Synthetic Data: Generated 10,000+ language disorder examples for training
• Core Analysis: Built detection model leveraging Gemini's language understanding
• Context Analysis: Used 2M context window for comprehensive dialogue analysis
• Multi-Perspective Understanding: Synthesized diverse disorder definitions/examples
• Recommendations & Explanations: Generated tailored advice and sentence-level explanations
Our app bridges linguistic analysis and clinical practice, empowering providers with AI-driven insights. It advances mental health assessment by making sophisticated language analysis actionable, potentially improving early psychosis detection.