Inspiration

What it does The Unified Medical Documentation Assistant (MDA) is an AI-powered, voice-driven system that: Transcribes doctor-patient interactions in real-time Structures data into EHR records Ensures compliance with PIPEDA, PHIPA, and HIA

We pivoted last-minute after losing a team member and successfully developed a real-time transcription demo within hours.

Challenges we ran into

🚧 Ensuring transcription accuracy for medical terminology šŸ“œ Navigating privacy regulations under tight deadlines šŸ”„ Understanding fragmented EHR systems across provinces ā³ Time constraints—limited research and execution time

How we built it

Frontend: React Backend: .NET AI Model: OpenAI’s Whisper for real-time transcription Security: Encryption & authentication for data protection

Accomplishments

Built a working real-time transcription feature Adapted quickly & executed under pressure Strong teamwork & problem-solving

What we learned

AI in healthcare requires compliance & precision Rapid iteration is key to problem-solving Team agility drives success under constraints

What's next for UNIFIED Medical Document Assistant

Refine AI accuracy for medical terms Expand integration with EHR systems Enhance security & privacy measures

Built With

  • api
  • rest
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