Text Summarization and Classification of Clinical Discharge Summaries using Deep Learning
preprintposted on 2020-04-02, 17:41 authored by Alizar MarchawalaAlizar Marchawala, Preetkumar PatelPreetkumar Patel, Khushal Paresh ThakerKhushal Paresh Thaker, Hardik GunjalHardik Gunjal, Abhishek nagrechaAbhishek nagrecha, Sabah MohammedSabah Mohammed
This paper implements the automated classification of patient discharge notes into standard disease labels which includes the name of the diagnostic procedure required. In this approach, we use Convolutional Neural Networks to classify and represent complex features from the medical discharge summaries using the MT sample dataset. We make use of GloVE to have a pretrained model learn from it.
Email Address of Submitting Authoramarchaw@lakeheadu.ca
Submitting Author's InstitutionLakehead University
Submitting Author's Country