🧠 MedAssistAI — NLP Clinical Note Summarizer + QA Chatbot

MedAssistAI is an NLP-powered Streamlit app that summarizes clinical notes and answers medical questions using state-of-the-art transformer models.

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🚀 Features

• Summarizes long clinical notes using facebook/bart-large-cnn
• Answers follow-up clinical questions using distilbert-base-cased-distilled-squad
• Streamlit frontend for usability
• Power BI dashboard for usage insights

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🛠️ How to Run

Locally (with Docker):

docker build -t medassistai .
docker run -p 8501:8501 medassistai

Or using Streamlit:

pip install -r requirements.txt
streamlit run streamlit_medassistai.py

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🧪 Sample Question

{
  "note": "Patient is recovering well from cardiac surgery...",
  "question": "What is the treatment plan?"
}

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📊 Power BI

Includes mock summary_log.csv for dashboarding:

• Summary length trends
• Usage by department
• QA response times

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📁 File Structure

├── data/                       # Synthetic clinical notes
├── notebooks/                 # EDA, Summarization & QA
├── streamlit_medassistai.py   # App frontend
├── summary_log.csv            # For Power BI
├── requirements.txt
├── Dockerfile
└── README.md