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ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest...

ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2634277363

ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays

About this item

Full title

ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2022-02

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Image representation is a fundamental task in computer vision. However, most of the existing approaches for image representation ignore the relations between images and consider each input image independently. Intuitively, relations between images can help to understand the images and maintain model consistency over related images, leading to bette...

Alternative Titles

Full title

ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2634277363

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2634277363

Other Identifiers

E-ISSN

2331-8422

DOI

10.48550/arxiv.1904.00325

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