Multiple Sclerosis Severity Classification From Clinical Text

Alister D Costa
Alister D Costa
Stefan Denkovski
Stefan Denkovski
Michal Malyska
Michal Malyska
Sae Young Moon
Sae Young Moon
Brandon Rufino
Brandon Rufino
Zhen Yang
Zhen Yang
Taylor Killian
Taylor Killian

ClinicalNLP@EMNLP, pp. 7-23, 2020.

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Abstract:

Multiple Sclerosis (MS) is a chronic, inflammatory and degenerative neurological disease, which is monitored by a specialist using the Expanded Disability Status Scale (EDSS) and recorded in unstructured text in the form of a neurology consult note. An EDSS measurement contains an overall "EDSS" score and several functional subscores. T...More

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