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DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs

DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_2352993211

DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs

About this item

Full title

DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs

Publisher

United States: Public Library of Science

Journal title

PloS one, 2020-02, Vol.15 (2), p.e0220677-e0220677

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

Diabetic Macular Edema (DME) is an advanced stage of Diabetic Retinopathy (DR) and can lead to permanent vision loss. Currently, it affects 26.7 million people globally and on account of such a huge number of DME cases and the limited number of ophthalmologists, it is desirable to automate the diagnosis process. Computer-assisted, deep learning bas...

Alternative Titles

Full title

DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_2352993211

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_2352993211

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0220677

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