Gong Yong Jin

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Vision Transformer + InceptionV3 Hybrid Network for Accurate Diagnosis of Ankylosing Spondylitis from Computed Tomography Scans.
Mach. Intell. Res.
Riel Castro-Zunti, Eun Hae Park, Amol Satsangi, Younhee Choi, Gong Yong Jin, Hee Suk Chae, Seok-Bum Ko
2025 J jnl
A lightweight convolutional neural network based on U shape structure and attention mechanism for anterior mediastinum segmentation.
Neural Comput. Appl.
Sina Soleimani Fard, Won Gi Jeong, Francis Ferri Ripalda, Hasti Sasani, Younhee Choi, S. Deiva, Gong Yong Jin, Seok-Bum Ko
2025 J jnl
Quantitative computed tomography imaging classification of cement dust-exposed patients-based Kolmogorov-Arnold networks.
Artif. Intell. Medicine
Ngan-Khanh Chau, Woo Jin Kim, Chang Hyun Lee, Kum Ju Chae, Gong Yong Jin, Sanghun Choi
2024 J jnl
A lightweight Convolutional Neural Network based on U shape structure and Attention Mechanism for Anterior Mediastinum Segmentation.
CoRR
Sina Soleimani Fard, Won Gi Jeong, Francis Ferri Ripalda, Hasti Sasani, Younhee Choi, S. Deiva, Gong Yong Jin, Seok-Bum Ko
2024 J jnl
Anterior mediastinal nodular lesion segmentation from chest computed tomography imaging using UNet based neural network with attention mechanisms.
Multim. Tools Appl.
Yi Wang, Won Gi Jeong, Hao Zhang, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
2024 J jnl
BranchLabelNet: Anatomical Human Airway Labeling Approach using a Dividing-and-Grouping Multi-Label Classification.
Medical Biol. Eng. Comput.
Ngan-Khanh Chau, Truong-Thanh Ma, Woo Jin Kim, Chang Hyun Lee, Gong Yong Jin, Kum Ju Chae, Sanghun Choi
2024 J jnl
Human-airway surface mesh smoothing based on graph convolutional neural networks.
Comput. Methods Programs Biomed.
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
2024 J jnl
RibFractureSys: A gem in the face of acute rib fracture diagnoses.
Comput. Medical Imaging Graph.
Riel Castro-Zunti, Kaike Li, Aleti Vardhan, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
2023 J jnl
An unsupervised image registration method employing chest computed tomography images and deep neural networks.
Comput. Biol. Medicine
Thao Thi Ho, Woojin Kim, Chang Hyun Lee, Gong Yong Jin, Kum Ju Chae, Sanghun Choi
2022 J jnl
Quantitative computed tomography imaging-based classification of cement dust-exposed subjects with an artificial neural network technique.
Comput. Biol. Medicine
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
2021 J jnl
Assessing the speed-accuracy trade-offs of popular convolutional neural networks for single-crop rib fracture classification.
Comput. Medical Imaging Graph.
Riel Castro-Zunti, Kum Ju Chae, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
2020 J jnl
Early detection of ankylosing spondylitis using texture features and statistical machine learning, and deep learning, with some patient age analysis.
Comput. Medical Imaging Graph.
Riel Castro-Zunti, Eun Hae Park, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
2020 J jnl
Novel convolutional neural network architecture for improved pulmonary nodule classification on computed tomography.
Multidimens. Syst. Signal Process.
Yi Wang, Hao Zhang, Kum Ju Chae, Younhee Choi, Gong Yong Jin, Seok-Bum Ko