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Works (4)

Machine learning-based clinical decision support system for treatment recommendation and overall survival prediction of hepatocellular carcinoma: a multi-center study

npj Digital Medicine
2024-01-05 | Journal article
DOI: 10.1038/s41746-023-00976-8
Contributors: Kyung Hwa Lee; Gwang Hyeon Choi; Jihye Yun; Jonggi Choi; Myung Ji Goh; Dong Hyun Sinn; Young Joo Jin; Minseok Albert Kim; Su Jong Yu; Sangmi Jang et al.
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Enhancing deep learning based classifiers with inpainting anatomical side markers (L/R markers) for multi-center trials

Computer Methods and Programs in Biomedicine
2022-06 | Journal article
DOI: 10.1016/j.cmpb.2022.106705
Contributors: Ki Duk Kim; Kyungjin Cho; Mingyu Kim; Kyung Hwa Lee; Seungjun Lee; Sang Min Lee; Kyung Hee Lee; Namkug Kim
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Assessment of the Robustness of Convolutional Neural Networks in Labeling Noise by Using Chest X-Ray Images From Multiple Centers

JMIR Medical Informatics
2020-08-04 | Journal article
DOI: 10.2196/18089
Contributors: Ryoungwoo Jang; Namkug Kim; Miso Jang; Kyung Hwa Lee; Sang Min Lee; Kyung Hee Lee; Han Na Noh; Joon Beom Seo
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Assessment of the Robustness of Convolutional Neural Networks in Labeling Noise by Using Chest X-Ray Images From Multiple Centers (Preprint)

2020-02-02 | Preprint
DOI: 10.2196/preprints.18089
Contributors: Ryoungwoo Jang; Namkug Kim; Miso Jang; Kyung Hwa Lee; Sang Min Lee; Kyung Hee Lee; Han Na Noh; Joon Beom Seo
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