Hyuk-Jae Chang
Orcid: 0000-0002-6139-7545
According to our database1,
Hyuk-Jae Chang
authored at least 31 papers
between 2014 and 2024.
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Bibliography
2024
Improving the Reproducibility of Computed Tomography Radiomic Features Using an Enhanced Hierarchical Feature Synthesis Network.
IEEE Access, 2024
2023
Prediction of inappropriate pre-hospital transfer of patients with suspected cardiovascular emergency diseases using machine learning: a retrospective observational study.
BMC Medical Informatics Decis. Mak., December, 2023
Generative adversarial network with radiomic feature reproducibility analysis for computed tomography denoising.
Comput. Biol. Medicine, June, 2023
Deep Learning on Multiphysical Features and Hemodynamic Modeling for Abdominal Aortic Aneurysm Growth Prediction.
IEEE Trans. Medical Imaging, 2023
A Unified Approach for Comprehensive Analysis of Various Spectral and Tissue Doppler Echocardiography.
CoRR, 2023
Self supervised convolutional kernel based handcrafted feature harmonization: Enhanced left ventricle hypertension disease phenotyping on echocardiography.
CoRR, 2023
Echocardiographic View Classification with Integrated Out-of-Distribution Detection for Enhanced Automatic Echocardiographic Analysis.
CoRR, 2023
Reconstruction of Partially Broken Vascular Structures in X-Ray Images via Vesselness-Loss-Based Multi-Scale Generative Adversarial Networks.
IEEE Access, 2023
2022
Reconnection of fragmented parts of coronary arteries using local geometric features in X-ray angiography images.
Comput. Biol. Medicine, 2022
2021
Access to Broadband Internet and its Utilization for Health Information Seeking and Health Communication among Informal Caregivers in the United States.
J. Medical Syst., 2021
Bayesian Estimation of Geometric Morphometric Landmarks for Simultaneous Localization of Multiple Anatomies in Cardiac CT Images.
Entropy, 2021
Multi-Scale Conditional Generative Adversarial Network for Small-Sized Lung Nodules Using Class Activation Region Influence Maximization.
IEEE Access, 2021
2020
Deep Learning Cross-Phase Style Transfer for Motion Artifact Correction in Coronary Computed Tomography Angiography.
IEEE Access, 2020
2019
Identification of coronary arteries in CT images by Bayesian analysis of geometric relations among anatomical landmarks.
Pattern Recognit., 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the 2019 Challenge on Segmentation of THoracic Organs at Risk in CT Images, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Accelerated Cardiac Diffusion Tensor Imaging Using Joint Low-Rank and Sparsity Constraints.
IEEE Trans. Biomed. Eng., 2018
IEEE Access, 2018
Fully Automatic Segmentation of Coronary Arteries Based on Deep Neural Network in Intravascular Ultrasound Images.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018
Deep Learning Based Coronary Artery Motion Artifact Compensation Using Style-Transfer Synthesis in CT Images.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
Full Quantification of Left Ventricle Using Deep Multitask Network with Combination of 2D and 3D Convolution on 2D + t Cine MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Maximum a posteriori estimation method for aorta localization and coronary seed identification.
Pattern Recognit., 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
A method for classifying medical images using transfer learning: A pilot study on histopathology of breast cancer.
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017
2016
Comput. Math. Methods Medicine, 2016
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016
2014
A fast seed detection using local geometrical feature for automatic tracking of coronary arteries in CTA.
Comput. Methods Programs Biomed., 2014