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A large model for non-invasive and personalized management of breast cancer from multiparametric MRI

A large model for non-invasive and personalized management of breast cancer from multiparametric MRI

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_8b1317e31b8046b881fd3eb0c16631da

A large model for non-invasive and personalized management of breast cancer from multiparametric MRI

About this item

Full title

A large model for non-invasive and personalized management of breast cancer from multiparametric MRI

Publisher

London: Nature Publishing Group UK

Journal title

Nature communications, 2025-04, Vol.16 (1), p.3647-14, Article 3647

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Breast Magnetic Resonance Imaging (MRI) demonstrates the highest sensitivity for breast cancer detection among imaging modalities and is standard practice for high-risk women. Interpreting the multi-sequence MRI is time-consuming and prone to subjective variation. We develop a large mixture-of-modality-experts model (MOME) that integrates multipara...

Alternative Titles

Full title

A large model for non-invasive and personalized management of breast cancer from multiparametric MRI

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_8b1317e31b8046b881fd3eb0c16631da

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_8b1317e31b8046b881fd3eb0c16631da

Other Identifiers

ISSN

2041-1723

E-ISSN

2041-1723

DOI

10.1038/s41467-025-58798-z

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