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Assessing preoperative risk of STR in skull meningiomas using MR radiomics and machine learning

Assessing preoperative risk of STR in skull meningiomas using MR radiomics and machine learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_94d82d01cc5a40fdb40fc2e45ce43b48

Assessing preoperative risk of STR in skull meningiomas using MR radiomics and machine learning

About this item

Full title

Assessing preoperative risk of STR in skull meningiomas using MR radiomics and machine learning

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2022-08, Vol.12 (1), p.14043-14043, Article 14043

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Our aim is to predict possible gross total and subtotal resections of skull meningiomas from pre-treatment T1 post contrast MR-images using radiomics and machine learning in a representative patient cohort. We analyse the accuracy of our model predictions depending on the tumor location within the skull and the postoperative tumor volume. In this r...

Alternative Titles

Full title

Assessing preoperative risk of STR in skull meningiomas using MR radiomics and machine learning

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_94d82d01cc5a40fdb40fc2e45ce43b48

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_94d82d01cc5a40fdb40fc2e45ce43b48

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-022-18458-4

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