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A preliminary examination of the diagnostic value of deep learning in hip osteoarthritis

A preliminary examination of the diagnostic value of deep learning in hip osteoarthritis

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_1905486563

A preliminary examination of the diagnostic value of deep learning in hip osteoarthritis

About this item

Full title

A preliminary examination of the diagnostic value of deep learning in hip osteoarthritis

Publisher

United States: Public Library of Science

Journal title

PloS one, 2017-06, Vol.12 (6), p.e0178992-e0178992

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

Hip Osteoarthritis (OA) is a common disease among the middle-aged and elderly people. Conventionally, hip OA is diagnosed by manually assessing X-ray images. This study took the hip joint as the object of observation and explored the diagnostic value of deep learning in hip osteoarthritis. A deep convolutional neural network (CNN) was trained and t...

Alternative Titles

Full title

A preliminary examination of the diagnostic value of deep learning in hip osteoarthritis

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_1905486563

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_1905486563

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0178992

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