Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images

Wang, Xiaofei; Xu, Mai; Zhang, Jicong; Jiang, Lai; Li, Liu; He, Mengxian; Wang, Ningli; Liu, Hanruo; Wang, Zulin

doi:10.1109/JBHI.2021.3119519

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Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images

Author(s): Xiaofei Wang ¹ , Mai Xu ¹ , Jicong Zhang ¹ , Lai Jiang ¹ , Liu Li ² , Mengxian He ³ , Ningli Wang ⁴ , Hanruo Liu ⁴ , Zulin Wang ¹

Publication date (Print): May 2022

Journal: IEEE Journal of Biomedical and Health Informatics

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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Mitchell Cohen (1960)

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Xiaofei Wang: (View ORCID Profile)

Mai Xu: (View ORCID Profile)

Jicong Zhang: (View ORCID Profile)

Lai Jiang: (View ORCID Profile)

Journal

Title: IEEE Journal of Biomedical and Health Informatics

Abbreviated Title: IEEE J. Biomed. Health Inform.

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Print): 2168-2194

ISSN (Electronic): 2168-2208

Publication date Created: May 2022

Publication date (Print): May 2022

Volume: 26

Issue: 5

Pages: 2216-2227

Affiliations

[1 ]Beihang University, Beijing, China

[2 ]Imperial College London, London, U.K.

[3 ]BNU-HKBU United International College, Zhuhai, China

[4 ]Beijing Institute of Ophthalmology, Beijing, China

Article

DOI: 10.1109/JBHI.2021.3119519

PubMed ID: 34648460

SO-VID: 24ed095b-8f3e-4925-8297-0bb34df2199c

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https://doi.org/10.15223/policy-029

https://doi.org/10.15223/policy-037

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Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images

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HR-EBSD (High Resolution - Electron Back Scatter Diffraction)

Most cited references 58

Deep Residual Learning for Image Recognition

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