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Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_a0baf0d217cc4c5f8f3ba460b1633d3d

Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

About this item

Full title

Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

Publisher

New York: Taylor & Francis Ltd

Journal title

Renal failure, 2023, Vol.45 (2), p.2251597-2251597

Language

English

Formats

Publication information

Publisher

New York: Taylor & Francis Ltd

More information

Scope and Contents

Contents

BackgroundEstablished prognostic models of idiopathic membranous nephropathy (IMN) were limited to traditional modeling methods and did not comprehensively consider clinical and pathological patient data. Based on the electronic medical record (EMR) system, machine learning (ML) was used to construct a risk prediction model for the prognosis of IMN...

Alternative Titles

Full title

Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_a0baf0d217cc4c5f8f3ba460b1633d3d

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_a0baf0d217cc4c5f8f3ba460b1633d3d

Other Identifiers

ISSN

0886-022X

E-ISSN

1525-6049

DOI

10.1080/0886022X.2023.2251597

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