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

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 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. Typ...More

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