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Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?

Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_37a695653a5740298cfff48016cce355

Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?

About this item

Full title

Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?

Publisher

Basel: MDPI AG

Journal title

Algorithms, 2021-07, Vol.14 (7), p.212

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

Deep learning methods are the de facto solutions to a multitude of medical image analysis tasks. Cardiac MRI segmentation is one such application, which, like many others, requires a large number of annotated data so that a trained network can generalize well. Unfortunately, the process of having a large number of manually curated images by medical...

Alternative Titles

Full title

Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_37a695653a5740298cfff48016cce355

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_37a695653a5740298cfff48016cce355

Other Identifiers

ISSN

1999-4893

E-ISSN

1999-4893

DOI

10.3390/a14070212

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