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Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke

Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b7bde29910ea445fa0386bee38b81750

Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke

About this item

Full title

Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2021-04, Vol.11 (1), p.8499-8499, Article 8499

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

We investigated the potential of machine learning techniques, at an early stage after stroke, to predict the need for ankle–foot orthosis (AFO) in stroke patients. We retrospectively recruited 474 consecutive stroke patients. The need for AFO during ambulation (output variable) was classified according to the Medical Research Council (MRC) score fo...

Alternative Titles

Full title

Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_b7bde29910ea445fa0386bee38b81750

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b7bde29910ea445fa0386bee38b81750

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-021-87826-3

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