/PS2-Ctrl-Alt-Elite

Primary LanguagePython

Medical-Diagnosis-Extraction

About the Solution

  • Uses Azure Document Intelligence for Optical Character Recognition (OCR).
  • Extracts and processes the diagnosis text specifically from handwritten medical forms (88% Accuracy).
  • Saves the extracted data into an Excel file (output_diagnoses) with high accuracy and precision.

How to run

Create and activate a new virtual environment (recommended) by running the following:

python3 -m venv myvenv
myvenv\Scripts\activate

Install the dependencies:

pip install -r requirements.txt
pip install azure-cognitiveservices-vision-computervision
pip install msrest
pip install pandas
pip install pathlib
pip install pytesseract
pip install opencv-python
pip install Pillow
pip install azure-core

Run the script:

python main.py <folder_path>

Output

Output Image