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.