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Kum Ju Chae
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Journal Articles
- 2024
- [j7]Thao Thi Ho
, Minh Tam Tran, Xinguang Cui, Ching-Long Lin, Stephen Baek
, Woojin Kim
, Chang Hyun Lee, Gong Yong Jin, Kum Ju Chae
, Sanghun Choi
:
Human-airway surface mesh smoothing based on graph convolutional neural networks. Comput. Methods Programs Biomed. 246: 108061 (2024) - [j6]Ngan-Khanh Chau, Truong-Thanh Ma, Woo Jin Kim, Chang Hyun Lee, Gong Yong Jin, Kum Ju Chae, Sanghun Choi
:
BranchLabelNet: Anatomical Human Airway Labeling Approach using a Dividing-and-Grouping Multi-Label Classification. Medical Biol. Eng. Comput. 62(10): 3107-3122 (2024) - 2023
- [j5]Thao Thi Ho
, Woojin Kim
, Chang Hyun Lee
, Gong Yong Jin, Kum Ju Chae, Sanghun Choi
:
An unsupervised image registration method employing chest computed tomography images and deep neural networks. Comput. Biol. Medicine 154: 106612 (2023) - [j4]Eunchan Kim
, Yonghyun Lee, Jiwoong Choi, Byungjoon Yoo, Kum Ju Chae, Chang Hyun Lee:
Machine Learning-based Prediction of Relative Regional Air Volume Change from Healthy Human Lung CTs. KSII Trans. Internet Inf. Syst. 17(2): 576-590 (2023) - 2022
- [j3]Taewoo Kim, Woo Jin Kim, Chang Hyun Lee, Kum Ju Chae, So Hyeon Bak, Sung Ok Kwon, Gong Yong Jin, Eun-Kee Park, Sanghun Choi
:
Quantitative computed tomography imaging-based classification of cement dust-exposed subjects with an artificial neural network technique. Comput. Biol. Medicine 141: 105162 (2022) - 2021
- [j2]Riel Castro-Zunti, Kum Ju Chae, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
:
Assessing the speed-accuracy trade-offs of popular convolutional neural networks for single-crop rib fracture classification. Comput. Medical Imaging Graph. 91: 101937 (2021) - 2020
- [j1]Yi Wang, Hao Zhang, Kum Ju Chae, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
:
Novel convolutional neural network architecture for improved pulmonary nodule classification on computed tomography. Multidimens. Syst. Signal Process. 31(3): 1163-1183 (2020)
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