J
Joon-Ho Lee
Researcher at Samsung SDS
Publications - 7
Citations - 405
Joon-Ho Lee is an academic researcher from Samsung SDS. The author has contributed to research in topics: Signal & Fundus (eye). The author has an hindex of 3, co-authored 7 publications receiving 156 citations.
Papers
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Journal ArticleDOI
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs
José Ignacio Orlando,Huazhu Fu,João Barbossa Breda,Karel Van Keer,Deepti R. Bathula,Andres Diaz-Pinto,Ruogu Fang,Pheng-Ann Heng,Jeyoung Kim,Joon-Ho Lee,Joonseok Lee,Xiaoxiao Li,Peng Liu,Shuai Lu,Balamurali Murugesan,Valery Naranjo,Sai Samarth R. Phaye,Sharath M Shankaranarayana,Apoorva Sikka,Jaemin Son,Anton van den Hengel,Shujun Wang,Junyan Wu,Zifeng Wu,Guanghui Xu,Yongli Xu,Pengshuai Yin,Fei Li,Xiulan Zhang,Yanwu Xu,Hrvoje Bogunovic +30 more
TL;DR: It is observed that two of the top-ranked teams outperformed two human experts in the glaucoma classification task, and the segmentation results were in general consistent with the ground truth annotations, with complementary outcomes that can be further exploited by ensembling the results.
Journal ArticleDOI
Development of Decision Support Software for Deep Learning-Based Automated Retinal Disease Screening Using Relatively Limited Fundus Photograph Data
Joon-Ho Lee,Joonseok Lee,Sooah Cho,Ji Eun Song,Min Young Lee,Sung-Ho Kim,Jin Young Lee,Dae Hwan Shin,Joon Mo Kim,Jung Hun Bae,Su Jeong Song,Min Sagong,Dong-Geun Park +12 more
TL;DR: An automated detection algorithm for screening fundus abnormalities, including age-related macular degeneration, diabetic retinopathy, epiretinal membrane, retinal vascular occlusion, and suspected glaucoma among health screening program participants was developed.
Patent
Integrated circuit (ic) chip and method of verifying data thereof
Joon-Ho Lee,Yoo Young Sun +1 more
TL;DR: In this paper, an IC chip and a method of verifying data thereof are provided, and the present invention verifies integrity of data by comparing an integrity verifying value generated from data using an integrity verifying value generating algorithm before a write operation for storing data in a storing unit is performed, and an integrity verification value from data stored in the storing unit using the integrity verifier generating algorithm after the write operation is completed.
Book ChapterDOI
Predicting Coronary Artery Calcium Score from Retinal Fundus Photographs Using Convolutional Neural Networks
TL;DR: Wang et al. as discussed by the authors proposed a deep learning approach to predict coronary artery calcium score (CACS) from retinal fundus photographs without using electronic health record (EHR) data.
Patent
Integrated circuit device and signal processing method in integrated circuit device
TL;DR: In this article, the first processing unit is configured to respond to a reset signal from the external interface by transmitting an answer-to-reset (ATR) to the external interfaces.