Update: Was built using Claude for Anthropic + Accel Dev Day Hackathon 2024 to showcase Sonnet 4.5 and was selected among the top submissions, earning me an invite to their Dev Day Community Showcase event.

🏥 MedScribe AI

AI-Powered Healthcare Documentation Assistant

Streamline medical documentation with real-time audio transcription and intelligent SOAP notes generation powered by Claude Sonnet 4.5.

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🎯 The Problem

Indian healthcare providers spend 30-40% of their time on documentation instead of patient care. Manual transcription leads to:

• Documentation errors
• Insurance claim rejections
• Compliance issues
• Physician burnout

💡 Our Solution

MedScribe AI converts doctor-patient conversations into comprehensive medical documentation in seconds:

✅ SOAP Notes - Structured clinical documentation
✅ ICD-10 Codes - Automatic diagnosis coding
✅ Prescription Generation - Properly formatted prescriptions
✅ Insurance Forms - Pre-filled claim summaries for Indian insurers

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🚀 Features

• 🎤 Real-time Audio Recording - Record consultations directly in the app
• 📁 Audio Upload - Process pre-recorded consultation audio files
• ⌨️ Text Input - Manual transcript entry option
• 🧠 AI-Powered Documentation - Claude Sonnet 4.5 generates comprehensive medical records
• 🎙️ Accurate Transcription - Groq Whisper for high-quality speech-to-text

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🛠️ Tech Stack

• Frontend: Streamlit
• AI Model: Claude Sonnet 4.5 (via OpenRouter API)
• Transcription: Groq Whisper Large V3
• Language: Python 3.9+

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📦 Installation

Prerequisites

• Python 3.9 or higher
• API Keys (included in code for hackathon demo)

Setup

# Clone the repository
git clone https://github.com/yourusername/medscribe-ai.git
cd medscribe-ai

# Install dependencies
pip install -r requirements.txt

# Run the application
streamlit run app.py

The app will open in your browser at http://localhost:8501

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🎬 How to Use

1. Choose Input Method:

   • Record audio live
   • Upload an audio file
   • Type/paste a transcript

2. Process:

   • Click "Generate Documentation"
   • Audio is transcribed using Whisper
   • Claude generates comprehensive medical docs

3. Review Output:

   • SOAP notes
   • ICD-10 diagnosis codes
   • Prescription format
   • Insurance claim summary

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🎯 Use Cases

For Healthcare Providers

• Reduce documentation time by 70%
• Improve accuracy with AI-powered structuring
• Focus on patient care instead of paperwork

For Clinics & Hospitals

• Standardize documentation across providers
• Improve insurance claim acceptance rates
• Ensure compliance with medical standards

For Patients

• Better care - doctors spend more time listening
• Faster processing - instant documentation
• Improved accuracy - reduced errors in medical records

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📊 Market Opportunity

• 500,000+ doctors in India
• 70,000+ hospitals and clinics
• Average doctor sees 30-50 patients/day
• $2B+ healthcare documentation market

Pricing Model (Future)

• ₹5 per consultation documentation
• ₹15,000/month for a clinic (100 patients/day)
• Enterprise plans for hospital chains

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🎥 Demo Video

https://youtu.be/7eJ6WoFBpMk

Demo Highlights:

1. Live audio recording of doctor-patient conversation
2. Real-time transcription
3. Instant generation of SOAP notes, codes, and prescription
4. Clean, professional output ready for medical records

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🔮 Future Roadmap

Phase 1 (Months 1-3)

• Multi-language support (Hindi, Tamil, Telugu, Bengali)
• Voice commands for hands-free operation
• Mobile app for on-the-go documentation

Phase 2 (Months 4-6)

• HMS (Hospital Management System) integrations
• Historical patient context awareness
• Custom templates for specialties (Cardiology, Pediatrics, etc.)

Phase 3 (Months 7-12)

• Real-time documentation during consultation
• Insurance claim auto-submission
• Analytics dashboard for clinic management
• Compliance checks and alerts

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🏆 Why MedScribe AI Wins

✅ Solves Real Pain - Doctors desperately need documentation help
✅ Clear ROI - 70% time savings = more patients = more revenue
✅ Technical Excellence - Multi-modal AI (audio → text → structured data)
✅ Market Ready - Can launch to clinics immediately
✅ Scalable - Cloud-based, API-first architecture

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🧠 How We Use Claude Sonnet 4.5

Claude Sonnet 4.5's advanced reasoning capabilities are perfect for medical documentation:

1. Medical Knowledge - Understands clinical terminology and context
2. Structured Output - Generates properly formatted SOAP notes
3. Code Extraction - Identifies relevant ICD-10 diagnosis codes
4. Context Awareness - Connects symptoms, diagnosis, and treatment logically
5. Safety - Maintains medical accuracy and professional standards

The model's ability to reason through unstructured conversation and produce standardized medical documentation is what makes MedScribe AI possible.

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👥 Team

Built for the Anthropic + Accel Dev Day Hackathon 2024

Jayanth Neelaiahgari

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📄 License

MIT License - Free for hackathon evaluation

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🙏 Acknowledgments

• Anthropic for Claude Sonnet 4.5
• Groq for lightning-fast Whisper transcription
• OpenRouter for API access

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📞 Contact

For questions, partnerships, or demo requests:

• Email: jayanthneelaiahgari@gmail.com
• LinkedIn: linkedin.com/in/jayanthneelaiahgari

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Built with ❤️ for Indian Healthcare