/medical_notes_extractive_summarization

Extractive summarizationof medical transcriptions

Primary LanguagePython

Extractive summarization of medical transcriptions

This repository contains the code which can generate extractive summary of medical transcription documents

Dependencies

  • numpy
  • scipy
  • nltk
  • scikit-learn
  • pattern
  • pyteaser
  • sumy

Install

numpy:        $ sudo pip install numpy
nltk:         $ sudo pip install nltk
scipy:        $ sudo pip install scipy
scikit-learn: $ sudo pip install sklearn
pattern:      $ sudo pip install pattern
pyteasaer:    $ sudo pip install pyteaser
summy:        $ sudo pip install sumy

Usage

  • For running base-line approach run the pyteaser_demo.py and sumy_demo.py files which are put inside the Base_line_approach folder

  • For running revised approach run the summarize.py file which is put inside the Revised_approach folder

  • For running best approach run the document_summarization.py file which is put inside Best_approach folder

Credit

Code credits for this code go to dipanjanS, Xiao and Tristan Havelick. I've merely created a wrapper and necessary changes to get people started.