Adopting machine learning to automatically identify candidate patients for corneal refractive surgery. - Tae Keun Yoo; Ik Hee Ryu; Geunyoung Lee; Youngnam Kim; Jin Kuk Kim; In Sik Lee; Jung Sub Kim; Tyler Hyungtaek Rim (npj Digit. Medicine, 2019)

Under Display Camera Quad Bayer Raw Image Restoration using Deep Learning. - Irina Kim; Yunseok Choi; Hayoung Ko; Dongpan Lim; Youngil Seo; Jeongguk Lee; Geunyoung Lee; Eundoo Heo; Seongwook Song; Sukhwan Lim (Imaging Sensors and Systems, 2021)

Under Display Camera Image Recovery through Diffraction Compensation. - Jeongguk Lee; Yunseok Choi; Han-Sol Lee; Eundoo Heo; Dongpan Lim; Geunyoung Lee; Seongwook Song (Imaging Sensors and Systems, 2021)

Automatic segmentation of corneal deposits from corneal stromal dystrophy images via deep learning. - Mihir Deshmukh; Yu-Chi Liu; Tyler Hyungtaek Rim; Anandalakshmi Venkatraman; Matthew Davidson; Marco Yu; Hong Seok Kim; Geunyoung Lee; Ikhyun Jun; Jodhbir S. Mehta; Eung Kweon Kim (Comput. Biol. Medicine, 2021)

RESToring Clarity: Unpaired Retina Image Enhancement Using Scattering Transform. - Ellen Jieun Oh; Yechan Hwang; Yubin Han; Taegeun Choi; Geunyoung Lee; Won Hwa Kim (MICCAI (10), 2023)

Non-invasive chronic kidney disease risk stratification tool derived from retina-based deep learning and clinical factors. - Young Su Joo; Tyler Hyungtaek Rim; Hee Byung Koh; Joseph Yi; Hyeonmin Kim; Geunyoung Lee; Young Ah Kim; Shin-Wook Kang; Sung Soo Kim; Jung Tak Park (npj Digit. Medicine, 2023)

Pivotal trial of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from CMERC-HI. - Chan Joo Lee; Tyler Hyungtaek Rim; Hyun Goo Kang; Joseph Keunhong Yi; Geunyoung Lee; Marco Yu; Soo-Hyun Park; Jin-Taek Hwang; Yih Chung Tham; Tien Yin Wong; Ching-Yu Cheng; Dong Wook Kim; et al. (J. Am. Medical Informatics Assoc., 2023)