Clinically applicable deep learning for diagnosis and referral in retinal disease

2018 Nature Medicine 2,429 citations

Keywords

ReferralComputer scienceOptical coherence tomographyArtificial intelligenceDeep learningPaceData setMedical physicsMedicineTraining setMachine learningData scienceOptometryRadiologyFamily medicineGeography

Affiliated Institutions

Related Publications

ROC Methodology in Radiologic Imaging

If the performance of a diagnostic imaging system is to be evaluated objectively and meaningfully, one must compare radiologists' image-based diagnoses with actual states of dis...

1986 Investigative Radiology 1632 citations

Publication Info

Year
2018
Type
article
Volume
24
Issue
9
Pages
1342-1350
Citations
2429
Access
Closed

External Links

Social Impact

Social media, news, blog, policy document mentions

Citation Metrics

2429
OpenAlex

Cite This

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. (2018). Clinically applicable deep learning for diagnosis and referral in retinal disease. Nature Medicine , 24 (9) , 1342-1350. https://doi.org/10.1038/s41591-018-0107-6

Identifiers

DOI
10.1038/s41591-018-0107-6