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Transfer learning model for false positive reduction in lymph node detection via sparse coding and d...

Transfer learning model for false positive reduction in lymph node detection via sparse coding and d...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2674861385

Transfer learning model for false positive reduction in lymph node detection via sparse coding and deep learning

About this item

Full title

Transfer learning model for false positive reduction in lymph node detection via sparse coding and deep learning

Publisher

Amsterdam: IOS Press BV

Journal title

Journal of intelligent & fuzzy systems, 2022-01, Vol.43 (2), p.2121-2133

Language

English

Formats

Publication information

Publisher

Amsterdam: IOS Press BV

More information

Scope and Contents

Contents

Transfer learning technique is popularly employed for a lot of medical image classification tasks. Here based on convolutional neural network (CNN) and sparse coding process, we present a new deep transfer learning architecture for false positive reduction in lymph node detection task. We first convert the linear combination of the deep transferred...

Alternative Titles

Full title

Transfer learning model for false positive reduction in lymph node detection via sparse coding and deep learning

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2674861385

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2674861385

Other Identifiers

ISSN

1064-1246

E-ISSN

1875-8967

DOI

10.3233/JIFS-219312

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