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EDTNet: A spatial aware attention-based transformer for the pulmonary nodule segmentation

EDTNet: A spatial aware attention-based transformer for the pulmonary nodule segmentation

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_3128949748

EDTNet: A spatial aware attention-based transformer for the pulmonary nodule segmentation

About this item

Full title

EDTNet: A spatial aware attention-based transformer for the pulmonary nodule segmentation

Publisher

United States: Public Library of Science

Journal title

PloS one, 2024-11, Vol.19 (11), p.e0311080

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

Accurate segmentation of lung lesions in CT-scan images is essential to diagnose lung cancer. The challenges in lung nodule diagnosis arise due to their small size and diverse nature. We designed a transformer-based model EDTNet (Encoder Decoder Transformer Network) for PNS (Pulmonary Nodule Segmentation). Traditional CNN-based encoders and decoder...

Alternative Titles

Full title

EDTNet: A spatial aware attention-based transformer for the pulmonary nodule segmentation

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_3128949748

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_3128949748

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0311080

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