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Works (8)

Predicting categories of coronary artery calcium scores from chest X-ray images using deep learning

Journal of Cardiovascular Computed Tomography
2025-04 | Journal article
DOI: 10.1016/j.jcct.2025.03.010
Contributors: Youngtaek Hong; Hyunseok Jeong; Younggul Jang; Ran Heo; Seung-Ah Lee; Yeonyee E. Yoon; Jina Lee; Hyung-Bok Park; Hyuk-Jae Chang
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Artificial Intelligence-Enhanced Analysis of Echocardiography-Based Radiomic Features for Myocardial Hypertrophy Detection and Etiology Differentiation

Circulation: Cardiovascular Imaging
2025-03-27 | Journal article
DOI: 10.1161/CIRCIMAGING.124.017436
Contributors: Inki Moon; Jina Lee; Seung-Ah Lee; Dawun Jeong; Jaeik Jeon; Yeonggul Jang; Sihyeon Jeong; Jiyeon Kim; Hong-Mi Choi; In-Chang Hwang et al.
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Improving the Reproducibility of Computed Tomography Radiomic Features Using an Enhanced Hierarchical Feature Synthesis Network

IEEE Access
2024 | Journal article
DOI: 10.1109/access.2024.3366989
Part of ISSN: 2169-3536
Contributors: Dawun Jeong; Youngtaek Hong; Jina Lee; Seul Bi Lee; Yeon Jin Cho; Hackjoon Shim; Hyuk-Jae Chang
Source: Self-asserted source
Jina Lee

Fully Convolutional Hybrid Fusion Network With Heterogeneous Representations for Identification of S1 and S2 From Phonocardiogram

IEEE Journal of Biomedical and Health Informatics
2024-12 | Journal article
DOI: 10.1109/JBHI.2024.3431028
Contributors: Yeonggul Jang; Juyeong Jung; Youngtaek Hong; Jina Lee; Hyunseok Jeong; Hackjoon Shim; Hyuk-Jae Chang
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Improvement in Image Quality of Low-Dose CT of Canines with Generative Adversarial Network of Anti-Aliasing Generator and Multi-Scale Discriminator

Bioengineering
2024-09 | Journal article | Author
DOI: 10.3390/bioengineering11090944
Contributors: Yuseong Son; Sihyeon Jeong; Youngtaek Hong; Jina Lee; Byunghwan Jeon; Hyunji Choi; Jaehwan Kim; Hackjoon Shim
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Multidisciplinary Digital Publishing Institute
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Deep Learning-Based Computed Tomography Image Standardization to Improve Generalizability of Deep Learning-Based Hepatic Segmentation

Korean Journal of Radiology
2023 | Journal article
DOI: 10.3348/kjr.2022.0588
Contributors: Seul Bi Lee; Youngtaek Hong; Yeon Jin Cho; Dawun Jeong; Jina Lee; Soon Ho Yoon; Seunghyun Lee; Young Hun Choi; Jung-Eun Cheon
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Generative adversarial network with radiomic feature reproducibility analysis for computed tomography denoising

Computers in Biology and Medicine
2023-06 | Journal article
DOI: 10.1016/j.compbiomed.2023.106931
Contributors: Jina Lee; Jaeik Jeon; Youngtaek Hong; Dawun Jeong; Yeonggul Jang; Byunghwan Jeon; Hye Jin Baek; Eun Cho; Hackjoon Shim; Hyuk-Jae Chang
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Crossref

Risk factors based vessel‐specific prediction for stages of coronary artery disease using Bayesian quantile regression machine learning method: Results from the PARADIGM registry

Clinical Cardiology
2023-03 | Journal article
DOI: 10.1002/clc.23964
Contributors: Hyung‐Bok Park; Jina Lee; Yongtaek Hong; So Byungchang; Wonse Kim; Byoung K. Lee; Fay Y. Lin; Martin Hadamitzky; Yong‐Jin Kim; Edoardo Conte et al.
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Crossref
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