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clef2018-char-cnn-death-certificates

code for the contribution of the KCL-Health-NLP group to CLEF eHealth 2018 Task 1: ICD-10 Coding of French and Italian Death Certificates with Character-Level Convolutional Neural Networks

If you use this, please cite:

Julia Ive, Natalia Viani, David Chandran, André Bittar and Sumithra Velupillai. KCL-Health-NLP@CLEF eHealth 2018 Task 1: ICD-10 Coding of French and Italian Death Certificates with Character-Level Convolutional Neural Networks. CLEF 2018 Working Notes Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, LNCS Volume 11018, CEUR-WS, September, 2018.

Requirements:

-keras (https://keras.io/) + theano

-numpy -sklearn -pandas -nltk