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A new dataset for measuring the performance of blood vessel segmentation methods under distribution...

A new dataset for measuring the performance of blood vessel segmentation methods under distribution...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_3212656142

A new dataset for measuring the performance of blood vessel segmentation methods under distribution shifts

About this item

Full title

A new dataset for measuring the performance of blood vessel segmentation methods under distribution shifts

Publisher

United States: Public Library of Science

Journal title

PloS one, 2025-05, Vol.20 (5), p.e0322048

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

Creating a dataset for training supervised machine learning algorithms can be a demanding task. This is especially true for blood vessel segmentation since one or more specialists are usually required for image annotation, and creating ground truth labels for just a single image can take up to several hours. In addition, it is paramount that the an...

Alternative Titles

Full title

A new dataset for measuring the performance of blood vessel segmentation methods under distribution shifts

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_3212656142

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_3212656142

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0322048

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