# Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/automatic-detection-of-39-fundus-diseases-and-conditions-in-retinal-photographs/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Ling‐Ping Cen,Jie Ji,Jianwei Lin,Si-Tong Ju,Hong-Jie Lin,Tai-Ping Li,Yun Wang,Jian-Feng Yang,Yu-Fen Liu,Shaoying Tan,Li Xuan Tan,Dongjie Li,Yifan Wang,Dezhi Zheng,Yongqun Xiong,Hanfu Wu,Jingjing Jiang,Zhenggen Wu,Dingguo Huang,Tingkun Shi,Binyao Chen,Jianling Yang,Xiaoling Zhang,Li Luo,Chukai Huang,Guihua Zhang,Yuqiang Huang,Tsz Kin Ng,Haoyu Chen,Weiqi Chen,Chi Pui Pang,Mingzhi Zhang |
| Citations | 337 |
| DOI | 10.1038/s41467-021-25138-w |
| Fields | Computer Science,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41467-021-25138-w.pdf |
| OpenAlex ID | https://openalex.org/W3191934798 |
| PMID | 34376678 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Yun Wang](https://scholariq.org/researchers/yun-wang/)

## Paper journal

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

## 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/)
- [Retinal and Optic Conditions](https://scholariq.org/topics/retinal-and-optic-conditions/)
- [Digital Imaging for Blood Diseases](https://scholariq.org/topics/digital-imaging-for-blood-diseases/)

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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.