Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study
Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study
Bjorn Kaijun Betzler
1
* , MBBS ;
Henrik Hee Seung Yang
2
* , MD ;
Sahil Thakur
3
, MS ;
Marco Yu
3
, PhD ;
Ten Cheer Quek
3
, BEng ;
Zhi Da Soh
3
, MPH ;
Geunyoung Lee
4
, MSc ;
Yih-Chung Tham
2, 3
, PhD ;
Tien Yin Wong
2, 3
, MD, PhD ;
Tyler Hyungtaek Rim
2, 3
* , MD, MBA ;
Ching-Yu Cheng
1, 2, 3
, MD, PhD
1
Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
2
Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore
3
Singapore Eye Research Institute, Singapore, Singapore
4
Medi Whale Inc, Seoul, Republic of Korea
*these authors contributed equally
Corresponding Author:
-
Tyler Hyungtaek Rim, MD, MBA
-
Ophthalmology and Visual Science Academic Clinical Program
-
Duke-NUS Medical School
-
8 College Rd
-
Singapore, 169857
-
Singapore
-
Phone:
65 65767228
-
Fax: 65 62252568
-
Email: tyler.rim@snec.com.sg