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Text Summarization and Classification of Clinical Discharge Summaries using Deep Learning
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  • Alizar Marchawala ,
  • Preetkumar Patel ,
  • Khushal Paresh Thaker ,
  • Hardik Gunjal ,
  • Abhishek nagrecha ,
  • Sabah Mohammed
Alizar Marchawala
Lakehead University

Corresponding Author:[email protected]

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Preetkumar Patel
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Khushal Paresh Thaker
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Hardik Gunjal
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Abhishek nagrecha
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Sabah Mohammed
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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.