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Discovery of novel CSF biomarkers to predict progression in dementia using machine learning

Discovery of novel CSF biomarkers to predict progression in dementia using machine learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_df9cdcb95df74b00868389130e51501d

Discovery of novel CSF biomarkers to predict progression in dementia using machine learning

About this item

Full title

Discovery of novel CSF biomarkers to predict progression in dementia using machine learning

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2023-04, Vol.13 (1), p.6531-6531, Article 6531

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Providing an accurate prognosis for individual dementia patients remains a challenge since they greatly differ in rates of cognitive decline. In this study, we used machine learning techniques with the aim to identify cerebrospinal fluid (CSF) biomarkers that predict the rate of cognitive decline within dementia patients. First, longitudinal mini-m...

Alternative Titles

Full title

Discovery of novel CSF biomarkers to predict progression in dementia using machine learning

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_df9cdcb95df74b00868389130e51501d

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_df9cdcb95df74b00868389130e51501d

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-023-33045-x

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