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Probing the limits and capabilities of diffusion models for the anatomic editing of digital twins

Probing the limits and capabilities of diffusion models for the anatomic editing of digital twins

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_45406a9aa3954b68b4001e8a48dc16a6

Probing the limits and capabilities of diffusion models for the anatomic editing of digital twins

About this item

Full title

Probing the limits and capabilities of diffusion models for the anatomic editing of digital twins

Publisher

London: Nature Publishing Group UK

Journal title

NPJ digital medicine, 2024-12, Vol.7 (1), p.354-12, Article 354

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Numerical simulations of cardiovascular device deployment within digital twins of patient-specific anatomy can expedite and de-risk the device design process. Nonetheless, the exclusive use of patient-specific data constrains the anatomic variability that can be explored. We study how Latent Diffusion Models (LDMs) can edit digital twins to create...

Alternative Titles

Full title

Probing the limits and capabilities of diffusion models for the anatomic editing of digital twins

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_45406a9aa3954b68b4001e8a48dc16a6

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_45406a9aa3954b68b4001e8a48dc16a6

Other Identifiers

ISSN

2398-6352

E-ISSN

2398-6352

DOI

10.1038/s41746-024-01332-0

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