Sewon Kim

According to our database, Sewon Kim authored at least 12 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation.

Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

An Automatic ICD Coding Network Using Partition-Based Label Attention.

Daeseong Kim, Haanju Yoo, Sewon Kim

CoRR, 2022

COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training.

Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang

CoRR, 2022

2021

Deep-learned spike representations and sorting via an ensemble of auto-encoders.

Junsik Eom, In Yong Park, Sewon Kim, Hanbyol Jang, Sanggeon Park, Yeowool Huh, Dosik Hwang

Neural Networks, 2021

Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization.

Sewon Kim, Hanbyol Jang, Seokjun Hong, Yeong Sang Hong, Won C. Bae, Sungjun Kim, Dosik Hwang

Medical Image Anal., 2021

Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation.

Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang

CoRR, 2021

Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge.

Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

Relevance-CAM: Your Model Already Knows Where To Look.

Jeong Ryong Lee, Sewon Kim, Inyong Park, Taejoon Eo, Dosik Hwang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2019

Study on discrimination of Alzheimer's disease states using an ensemble neural network's model.

Junsik Eom, Hanbyol Jang, Sewon Kim, Jinseong Jang, Dosik Hwang

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018

Learning Radiologist's Step-by-Step Skill for Cervical Spinal Injury Examination: Line Drawing, Prevertebral Soft Tissue Thickness Measurement, and Swelling Detection.

Young Han Lee, Sewon Kim, Jin-Suck Suh, Dosik Hwang

IEEE Access, 2018

2017

Automated detection of bone metastatic changes using serial CT scans.

Jihun Oh, Gyehyun Kim, Jaesung Lee, Min-Su Cheon, Yongsup Park, Sewon Kim, Jonghyon Yi, Ho Yun Lee

Comput. Medical Imaging Graph., 2017

2015

Analysis of gene mutation that cause lung cancer by using data miningand study of common remedy.

Chaewon Ham, Jiwoo Kim, Seojung Ahn, Yebin Kim, Sewon Kim, Taeseon Yoon

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015