ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images

Author:

Fang Huihui1ORCID,Li Fei2,Fu Huazhu3ORCID,Sun Xu1ORCID,Cao Xingxing1,Lin Fengbin2,Son Jaemin4ORCID,Kim Sunho4,Quellec Gwenole5ORCID,Matta Sarah5,Shankaranarayana Sharath M.6,Chen Yi-Ting7,Wang Chuen-Heng8,Shah Nisarg A.9ORCID,Lee Chia-Yen10,Hsu Chih-Chung11ORCID,Xie Hai12ORCID,Lei Baiying12ORCID,Baid Ujjwal13,Innani Shubham13,Dang Kang14,Shi Wenxiu14,Kamble Ravi15,Singhal Nitin15ORCID,Wang Ching-Wei16ORCID,Lo Shih-Chang16,Orlando Jose Ignacio17,Bogunovic Hrvoje18ORCID,Zhang Xiulan2ORCID,Xu Yanwu1ORCID

Affiliation:

1. Intelligent Healthcare Unit, Baidu Inc., Beijing, China

2. State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

3. Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore

4. VUNO Inc., Seoul, Republic of Korea

5. UMR 1101, Brest, INSERM, France

6. Zasti India Pvt. Ltd., Chennai, India

7. Graphen Inc., New York City, NY, USA

8. Muen Biomedical and Optoelectronics Technologies Inc., Taipei, Taiwan

9. Department of Electrical Engineering, Indian Institute of Technology Jodhpur, Rajasthan, Karwar, India

10. Department of Electrical Engineering, National United University, Miaoli City, Taiwan

11. Department of Statistics, Institute of Data Science, National Cheng Kung University, Tainan, Taiwan

12. School of Biomedical Engineering, Shenzhen University, Shenzhen, China

13. SGGS Institute of Engineering and Technology, Nanded, India

14. VoxelCloud Ltd., Shanghai, China

15. AIRA Matrix, Maharashtra, Thane, India

16. Graduate Institute of Biomedical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan

17. Yatiris Group, PLADEMA Institute, CONICET, UNICEN, Tandil, Argentina

18. Department of Ophthalmology and Optometry, Christian Doppler Laboratory for Artificial Intelligence in Retina, Medical University of Vienna, Vienna, Austria

Funder

High-Level Hospital Construction Project, Zhongshan Ophthalmic Center, Sun Yat-sen University

Singapore A*STAR Advanced Manufacturing and Engineering (AME) Programmatic Fund

Young Talent Support Project of Guangzhou Association for Science and Technology

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software

Reference74 articles.

1. PALM: PAthoLogic myopia challenge;fu;IEEE Dataport,2019

2. Searching for activation functions;ramachandran;arXiv 1710 05941,2017

3. MobileNets: Efficient convolutional neural networks for mobile vision applications;howard;arXiv 1704 04861,2017

4. Feature Pyramid Networks for Object Detection

5. UNet: A nested U-Net architecture for medical image segmentation;zhou;arXiv 1807 10165,2018

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