A model trained on understanding the medical terms and conditions using Spacy The model is trained on Corona2.json file which is available in Kaggle, and the link is attached below: https://www.kaggle.com/datasets/finalepoch/medical-ner
- Install the dependencies from requirements.txt file
- If you need to train the model on a new data, run the train_model.py file, and if you need to convert the data into the format spacy accepts, run data_load.py
- The NER_med.ipynb is the notebook file to illustrate the training process
- To run and test the model, execute the main.py from CMD, and enter the sentence to identify the entities. The model would identify the entities like medicine, medical condition, pathogen etc.