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Analysis of facial ultrasonography images based on deep learning

Analysis of facial ultrasonography images based on deep learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_3393bf188cb14d5d84a741fa2eab22d1

Analysis of facial ultrasonography images based on deep learning

About this item

Full title

Analysis of facial ultrasonography images based on deep learning

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2022-10, Vol.12 (1), p.16480-16480, Article 16480

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Transfer learning using a pre-trained model with the ImageNet database is frequently used when obtaining large datasets in the medical imaging field is challenging. We tried to estimate the value of deep learning for facial US images by assessing the classification performance for facial US images through transfer learning using current representat...

Alternative Titles

Full title

Analysis of facial ultrasonography images based on deep learning

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_3393bf188cb14d5d84a741fa2eab22d1

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_3393bf188cb14d5d84a741fa2eab22d1

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-022-20969-z

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