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Text Summarization and Classification of Clinical Discharge Summaries.docx (310.64 kB)

Text Summarization and Classification of Clinical Discharge Summaries using Deep Learning

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posted on 02.04.2020, 17:41 by Alizar Marchawala, Preetkumar Patel, Khushal Paresh Thaker, Hardik Gunjal, Abhishek nagrecha, Sabah 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.

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Email Address of Submitting Author

amarchaw@lakeheadu.ca

Submitting Author's Institution

Lakehead University

Submitting Author's Country

Canada

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