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Journal Articles
- 2024
[j2]Bo Qian, Hao Chen, Xiangning Wang, Zhouyu Guan
, Tingyao Li, Yixiao Jin, Yilan Wu, Yang Wen, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Dawei Yang, Bin Sheng:
DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images. Patterns 5(3): 100929 (2024)- 2023
- [j1]Myeong Seong Yoon, Gitaek Kwon, Jaehoon Oh, Jongbin Ryu, Jongwoo Lim, Bokyeong Kang, Juncheol Lee, Dongkyoon Han:
Effect of Contrast Level and Image Format on a Deep Learning Algorithm for the Detection of Pneumothorax with Chest Radiography. J. Digit. Imaging 36(3): 1237-1247 (2023)
Conference and Workshop Papers
- 2024
- [c5]Eunjin Kim, Seunghoon Lee, Gitaek Kwon, Hyunwoo Kim, Jaeyoung Kim:
Multi-Stage Region-Based Neural Networks for Fine-Grained Glaucoma Screening. ISBI 2024: 1-4 - [c4]Eunjin Kim, Gitaek Kwon, Jaeyoung Kim, Hyunjin Park:
Semi-supervised Segmentation Through Rival Networks Collaboration with Saliency Map in Diabetic Retinopathy. MICCAI (11) 2024: 634-644 - 2023
- [c3]Gitaek Kwon, Jaeyoung Kim, Hong-Jun Choi, Byung-Moo Yoon, Sungchul Choi, Kyu-Hwan Jung:
Improving Out-of-Distribution Detection Performance using Synthetic Outlier Exposure Generated by Visual Foundation Models. BMVC 2023: 10-11 - 2022
- [c2]Gitaek Kwon, Eunjin Kim, Sunho Kim, Seongwon Bak, Minsung Kim, Jaeyoung Kim:
Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity. MIDOG/DRAC@MICCAI 2022: 59-73 - 2020
- [c1]Jongbin Ryu, Gitaek Kwon, Ming-Hsuan Yang, Jongwoo Lim:
Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition. ICLR 2020
Informal and Other Publications
- 2023
- [i2]Bo Qian, Hao Chen, Xiangning Wang, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Qiang Wu, Ping Zhang, Xiaokang Yang, Yiyu Cai, Weiping Jia, Huating Li, Bin Sheng:
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images. CoRR abs/2304.02389 (2023) - 2022
- [i1]Gitaek Kwon, Eunjin Kim, Sunho Kim, Seongwon Bak, Minsung Kim, Jaeyoung Kim:
Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity. CoRR abs/2210.09558 (2022)
Coauthor Index
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