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2020 – today
- 2023
[j6]Jiheon Jeong
, Ki Duk Kim, Yujin Nam, Cristina Eunbee Cho, Heounjeong Go, Namkug Kim:
Stain normalization using score-based diffusion model through stain separation and overlapped moving window patch strategies. Comput. Biol. Medicine 152: 106335 (2023)- [j5]Kyungjin Cho, Ki Duk Kim, Yujin Nam, Jiheon Jeong, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Jun Soo Lee, Seoyeon Woo, Gil-Sun Hong, Joon Beom Seo, Namkug Kim:
CheSS: Chest X-Ray Pre-trained Model via Self-supervised Contrastive Learning. J. Digit. Imaging 36(3): 902-910 (2023) - [j4]Ki Duk Kim, Sunggu Kyung, Miso Jang, Sunghwan Ji, Dong Hee Lee, Hee Mang Yoon, Namkug Kim:
Enhancement of Non-Linear Deep Learning Model by Adjusting Confounding Variables for Bone Age Estimation in Pediatric Hand X-rays. J. Imaging Inform. Medicine 36(5): 2003-2014 (2023) - [j3]Kyungjin Cho, Jeeyoung Kim, Ki Duk Kim, Seungju Park, Junsik Kim, Jihye Yun, Yura Ahn, Sang Young Oh, Sang Min Lee, Joon Beom Seo, Namkug Kim:
MuSiC-ViT: A multi-task Siamese convolutional vision transformer for differentiating change from no-change in follow-up chest radiographs. Medical Image Anal. 89: 102894 (2023) - [c1]Jiheon Jeong, Ki Duk Kim, Yujin Nam, Kyungjin Cho, Jiseon Kang, Gil-Sun Hong, Namkug Kim:
Generating High-Resolution 3D CT with 12-Bit Depth Using a Diffusion Model with Adjacent Slice and Intensity Calibration Network. MICCAI (10) 2023: 366-375 - 2022
- [j2]Ki Duk Kim, Kyungjin Cho, Mingyu Kim, Kyung Hwa Lee, Seungjun Lee, Sang Min Lee, Kyung Hee Lee, Namkug Kim:
Enhancing deep learning based classifiers with inpainting anatomical side markers (L/R markers) for multi-center trials. Comput. Methods Programs Biomed. 220: 106705 (2022) - [j1]Sunggu Kyung, Keewon Shin, Hyunsu Jeong, Ki Duk Kim, Jooyoung Park, Kyungjin Cho, Jeong Hyun Lee, Gil-Sun Hong, Namkug Kim:
Improved performance and robustness of multi-task representation learning with consistency loss between pretexts for intracranial hemorrhage identification in head CT. Medical Image Anal. 81: 102489 (2022)
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