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Multimodal machine learning in precision health: A scoping review

Multimodal machine learning in precision health: A scoping review

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_509c0ca89698446289205e37e08ec25a

Multimodal machine learning in precision health: A scoping review

About this item

Full title

Multimodal machine learning in precision health: A scoping review

Publisher

London: Nature Publishing Group UK

Journal title

NPJ digital medicine, 2022-11, Vol.5 (1), p.171-14, Article 171

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Machine learning is frequently being leveraged to tackle problems in the health sector including utilization for clinical decision-support. Its use has historically been focused on single modal data. Attempts to improve prediction and mimic the multimodal nature of clinical expert decision-making has been met in the biomedical field of machine lear...

Alternative Titles

Full title

Multimodal machine learning in precision health: A scoping review

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_509c0ca89698446289205e37e08ec25a

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_509c0ca89698446289205e37e08ec25a

Other Identifiers

ISSN

2398-6352

E-ISSN

2398-6352

DOI

10.1038/s41746-022-00712-8

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