🧠 Medical AI Report Summarizer

Medical AI Report Summarizer is a smart web application that allows users to upload medical reports (PDF, JPG, PNG), automatically extract text, highlight medical terms, and generate an AI-based summary. Users can also export the final summary as a clean PDF. This project is designed to assist patients and doctors in quickly understanding lengthy medical documents.

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🚀 Features

• 📂 Upload Reports – Accepts PDF, JPG, PNG files
• 🔍 Text Extraction – Uses OCR (pytesseract) and pdfplumber for accurate text retrieval
• 🩺 Medical Term Highlighting – Detects and highlights important medical terms in sky blue
• 🤖 AI Summary Generation – Uses HuggingFace’s facebook/bart-large-cnn for natural language summarization
• 📤 Export to PDF – Summaries can be downloaded in a clean, structured PDF format
• 🌐 Interactive UI – Stylish, responsive frontend with drag-and-drop support

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🧪 Tech Stack

Layer	Tools Used
💻 Frontend	HTML, CSS, JavaScript
🧠 AI / NLP	spaCy, sciSpacy
🖼️ OCR / Parsing	pytesseract, pdfplumber, Pillow
🐍 Backend	Python (Flask)
📄 PDF Generation	reportlab

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🛠️ Setup Instructions

📦 Requirements

• Python 3.8+
• pip install -r requirements.txt

▶️ To Run Locally

git clone https://github.com/your-username/ai-report-summarizer.git
cd ai-report-summarizer
pip install -r requirements.txt
python app.py

Then open your browser and go to:
👉 http://localhost:5000

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📸 Screenshots

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🧑‍🤝‍🧑 Team Members & Contributions

• 👨‍💻 Vivek K K

  • Project Lead, Full-Stack Integration and Report Summary Generator
  • Implemented UI logic, patient ID management, CSV preview, export to PDF
  • Ensured overall workflow between image uploads, AI summarization, and UI behavior

• 🤖 Vishnupriyan

  • Built the core AI-based ECG and highlighted the medical terms
  • OCR & PDF Parser Logic
  • Tuned and optimized model outputs for better clinical relevance

• 🎨 Akshaya

  • UI/UX Designer
  • Designed modern, user-friendly frontend layout using Figma
  • Styled summary output pages, buttons, and cloud upload animations

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📃 License

This project is licensed under the MIT License.

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💬 Feedback

Have suggestions or facing issues?
Feel free to open an issue or connect with us!