# A foundation model for generalizable disease detection from retinal images

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-foundation-model-for-generalizable-disease-detection-from-retinal-images/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Yukun Zhou,Mark A. Chia,Siegfried K. Wagner,Murat Seçkin Ayhan,Dominic J. Williamson,Robbert Struyven,Timing Liu,Moucheng Xu,Mateo G. Lozano,Peter Woodward-Court,Yuka Kihara,Naomi E. Allen,John Gallacher,Thomas J. Littlejohns,Tariq Aslam,Paul Bishop,Graeme C. Black,Panagiotis I. Sergouniotis,Denize Atan,Andrew D. Dick,Cathy Williams,Sarah Barman,Jenny H. Barrett,Sarah Mackie,Tasanee Braithwaite,Roxana O. Carare,Sarah Ennis,Jane Whitney Gibson,Andrew Lotery,Jay Self,Usha Chakravarthy,Ruth Hogg,Euan Paterson,Jayne V. Woodside,Tünde Pető,Gareth J. McKay,Bernadette McGuinness,Paul J. Foster,Konstantinos Balaskas,Anthony P. Khawaja,Nikolas Pontikos,Jugnoo S. Rahi,Gerassimos Lascaratos,Praveen J. Patel,Michelle Chan,Sharon Chua,Alexander Day,Parul Desai,Cathy Egan,Marcus Fruttiger,David F. Garway‐Heath,Alison J. Hardcastle,Peng T. Khaw,Tony Moore,Sobha Sivaprasad,Nicholas G. Strouthidis,Dhanes Thomas,Adnan Tufail,Ananth C. Viswanathan,Bal Dhillon,Tom MacGillivray,Cathie Sudlow,Véronique Vitart,Alex S. F. Doney,Emanuele Trucco,Jeremy A. Guggeinheim,James E. Morgan,Christopher J. Hammond,Katie Williams,Pirro G. Hysi,Simon Harding,Yalin Zheng,Robert Luben,Philip J. Luthert,Zihan Sun,Martin McKibbin,Eoin O’Sullivan,Richard A. Oram,Mike Weedon,Christopher G. Owen,Alicja R. Rudnicka,Naveed Sattar,David Steel,Irene Stratton,Robyn J. Tapp,Max Yates,Axel Petzold,Savita Madhusudhan,André Altmann,Aaron Lee,Eric J. Topol,Alastair K. Denniston,Daniel C. Alexander,Pearse A. Keane |
| Citations | 897 |
| DOI | 10.1038/s41586-023-06555-x |
| Fields | Medicine |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://www.nature.com/articles/s41586-023-06555-x.pdf |
| OpenAlex ID | https://openalex.org/W4386697749 |
| PMID | 37704728 |
| Type | article |
| Year | 2023 |

## Paper authors

- [Mark A. Chia](https://scholariq.org/researchers/mark-a-chia/)
- [Bernadette McGuinness](https://scholariq.org/researchers/bernadette-mcguinness/)
- [Naveed Sattar](https://scholariq.org/researchers/naveed-sattar/)
- [Alexander Day](https://scholariq.org/researchers/alexander-day/)

## Paper journal

- [Nature](https://scholariq.org/journals/nature/)

## Paper primary topic

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)

## Paper topics

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)
- [COVID-19 diagnosis using AI](https://scholariq.org/topics/covid-19-diagnosis-using-ai/)
- [Retinal and Optic Conditions](https://scholariq.org/topics/retinal-and-optic-conditions/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.