(Q45942996)

English

Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes.

scientific article published in December 2017

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scholarly article

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes. (English)

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

0 references

diabetic retinopathy

1 reference

based on heuristic

inferred from title

1 reference

based on heuristic

inferred from title

22

object named as

Jost B Jonas

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

object named as

Gilbert Lim

3

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object named as

Wynne Hsu

27

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object named as

Mong Li Lee

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26

object named as

Tin Aung

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Europe PubMed Central

PMC publication ID

14 June 2018

Ecosse L Lamoureux

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object named as

Ecosse L Lamoureux

1 reference

Europe PubMed Central

14 June 2018

PMC publication ID

author name string

Daniel Shu Wei Ting

1

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Carol Yim-Lui Cheung

2

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Gavin Siew Wei Tan

4

1 reference

Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Nguyen D Quang

5

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Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Alfred Gan

6

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Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Haslina Hamzah

7

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Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Renata Garcia-Franco

8

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Ian Yew San Yeo

9

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Shu Yen Lee

10

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Edmund Yick Mun Wong

11

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Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Charumathi Sabanayagam

12

1 reference

Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Mani Baskaran

13

1 reference

Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Farah Ibrahim

14

1 reference

Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

Ngiap Chuan Tan

15

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Europe PubMed Central

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http://europepmc.org/abstract/PMC/5820739

Eric A Finkelstein

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Europe PubMed Central

PMC publication ID

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http://europepmc.org/abstract/PMC/5820739

Ian Y Wong

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1 reference

Europe PubMed Central

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http://europepmc.org/abstract/PMC/5820739

Neil M Bressler

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Europe PubMed Central

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http://europepmc.org/abstract/PMC/5820739

Sobha Sivaprasad

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1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Rohit Varma

21

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Ming Guang He

23

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Ching-Yu Cheng

24

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Gemmy Chui Ming Cheung

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1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Tien Yin Wong

29

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

language of work or name

0 references

publication date

1 December 2017

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

The Journal of the American Medical Association

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

318

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Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

22

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Europe PubMed Central

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14 June 2018

http://europepmc.org/abstract/PMC/5820739

2211-2223

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

Choroidal Remodeling in Age-related Macular Degeneration and Polypoidal Choroidal Vasculopathy: A 12-month Prospective Study

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Determinants of Quantitative Optical Coherence Tomography Angiography Metrics in Patients with Diabetes.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Is aspirin associated with diabetic retinopathy? The Singapore Epidemiology of Eye Disease (SEED) study

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Automated Identification of Diabetic Retinopathy Using Deep Learning

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Availability and variability in guidelines on diabetic retinopathy screening in Asian countries

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Type 2 Diabetes Genetic Variants and Risk of Diabetic Retinopathy

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Diabetic retinopathy: global prevalence, major risk factors, screening practices and public health challenges: a review

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Prevalence, Risk Factors, and Visual Features of Undiagnosed Glaucoma: The Singapore Epidemiology of Eye Diseases Study.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Prevalence and determinants of undiagnosed diabetic retinopathy and vision-threatening retinopathy in a multiethnic Asian cohort: the Singapore Epidemiology of Eye Diseases (SEED) study

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Diabetic retinopathy in sub-Saharan Africa: meeting the challenges of an emerging epidemic

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Accuracy of diabetic retinopathy screening by trained non-physician graders using non-mydriatic fundus camera.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Prevalence of diabetic retinopathy in various ethnic groups: a worldwide perspective

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Global prevalence and major risk factors of diabetic retinopathy

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Asian age-related macular degeneration phenotyping study: rationale, design and protocol of a prospective cohort study

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Revisiting Diabetes 2000: challenges in establishing nationwide diabetic retinopathy prevention programs

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Diabetic retinopathy management by Australian optometrists

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Automated early detection of diabetic retinopathy

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Automated detection of diabetic retinopathy: barriers to translation into clinical practice

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

The Beijing Eye Study

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

The Wisconsin age-related maculopathy grading system

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

14 June 2018

Cost-effectiveness of a National Telemedicine Diabetic Retinopathy Screening Program in Singapore

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

16 June 2018

Automated Diabetic Retinopathy Image Assessment Software: Diagnostic Accuracy and Cost-Effectiveness Compared with Human Graders.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

15 August 2018

Artificial Intelligence With Deep Learning Technology Looks Into Diabetic Retinopathy Screening.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

15 August 2018

Improved Automated Detection of Diabetic Retinopathy on a Publicly Available Dataset Through Integration of Deep Learning

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

15 August 2018

Choroidal Thickness Changes in Age-Related Macular Degeneration and Polypoidal Choroidal Vasculopathy: A 12-Month Prospective Study.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

15 August 2018

Prevalence, racial variations, and risk factors of age-related macular degeneration in Singaporean Chinese, Indians, and Malays

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

15 August 2018

Methodology and early findings of the Diabetes Management Project: a cohort study investigating the barriers to optimal diabetes care in diabetic patients with and without diabetic retinopathy.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

15 August 2018

Prevalence and risk factors for diabetic retinopathy: the Singapore Malay Eye Study

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5820739

15 August 2018

Diabetic retinopathy

1 reference

https://pubmed.ncbi.nlm.nih.gov/29234807

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Should We Add Screening of Age-Related Macular Degeneration to Current Screening Programs for Diabetic Retinopathy?

1 reference

https://pubmed.ncbi.nlm.nih.gov/29234807

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Telemedicine for Diabetic Retinopathy Screening

1 reference

https://pubmed.ncbi.nlm.nih.gov/29234807

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Identifiers

10.1001/JAMA.2017.18152

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

PMC publication ID

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

PubMed publication ID

1 reference

Europe PubMed Central

PMC publication ID

14 June 2018

http://europepmc.org/abstract/PMC/5820739

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