Hyunjin Park
Orcid: 0000-0001-5681-8918
According to our database1,
Hyunjin Park
authored at least 54 papers
between 2003 and 2024.
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Bibliography
2024
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA.
CoRR, 2023
Atypical structural connectome asymmetry and associations with network communication in autism spectrum disorder.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
Diagnosis-informed connectivity subtyping discovers subgroups of autism with reproducible symptom profiles.
NeuroImage, 2022
Enhanced neuroimaging genetics using multi-view non-negative matrix factorization with sparsity and prior knowledge.
Medical Image Anal., 2022
Comput. Methods Programs Biomed., 2022
TDM-Stargan: Stargan Using Time Difference Map to Generate Dynamic Contrast-Enhanced Mri from Ultrafast Dynamic Contrast-Enhanced Mri.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the International Conference on Electronics, Information, and Communication, 2022
Semi-supervised Breast Lesion Segmentation Using Local Cross Triplet Loss for Ultrafast Dynamic Contrast-Enhanced MRI.
Proceedings of the Computer Vision - ACCV 2022, 2022
Region-of-interest Attentive Heteromodal Variational Encoder-Decoder for Segmentation with Missing Modalities.
Proceedings of the Computer Vision - ACCV 2022, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
A structural enriched functional network: An application to predict brain cognitive performance.
Medical Image Anal., 2021
Generative Adversarial Network with Local Discriminator for Synthesizing Breast Contrast-Enhanced MRI.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Joint-Connectivity-Based Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Parkinson's Disease.
IEEE Trans. Medical Imaging, 2020
Validation of the effectiveness of a digital integrated healthcare platform utilizing an AI-based dietary management solution and a real-time continuous glucose monitoring system for diabetes management: a randomized controlled trial.
BMC Medical Informatics Decis. Mak., 2020
GraphNet-based imaging biomarker model to explain levodopa-induced dyskinesia in Parkinson's disease.
Comput. Methods Programs Biomed., 2020
Two-step deep neural network for segmentation of deep white matter hyperintensities in migraineurs.
Comput. Methods Programs Biomed., 2020
Structural Connectivity Enriched Functional Brain Network Using Simplex Regression with GraphNet.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Deep Network-Based Feature Selection for Imaging Genetics: Application to Identifying Biomarkers for Parkinson's Disease.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Artificial Neural Network Inspired by Neuroimaging Connectivity: Application in Autism Spectrum Disorder.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
IEEE Trans. Medical Imaging, 2019
FuNP (Fusion of Neuroimaging Preprocessing) Pipelines: A Fully Automated Preprocessing Software for Functional Magnetic Resonance Imaging.
Frontiers Neuroinformatics, 2019
Geographic atrophy segmentation in SD-OCT images using synthesized fundus autofluorescence imaging.
Comput. Methods Programs Biomed., 2019
Synthesizing diffusion tensor imaging from functional MRI using fully convolutional networks.
Comput. Biol. Medicine, 2019
Spatially guided functional correlation tensor: A new method to associate body mass index and white matter neuroimaging.
Comput. Biol. Medicine, 2019
Subtype Identification of Parkinson's Disease Using Sparse Canonical Correlation and Clustering Analysis of Multimodal Neuroimaging.
Proceedings of the Metadata and Semantic Research - 13th International Conference, 2019
2018
Automatic Subretinal Fluid Segmentation of Retinal SD-OCT Images With Neurosensory Retinal Detachment Guided by Enface Fundus Imaging.
IEEE Trans. Biomed. Eng., 2018
Int. J. Comput. Aided Eng. Technol., 2018
Non-linear Approach for MRI to intra-operative US Registration Using Structural Skeleton.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
2017
Difference of Alzheimer's disease sub-groups using two features from intensity size zone matrix.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Convolutional neural network classifier for distinguishing Barrett's esophagus and neoplasia endomicroscopy images.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Classification of low-grade and high-grade glioma using multi-modal image radiomics features.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
An Efficient Bayesian Approach to Exploit the Context of Object-Action Interaction for Object Recognition.
Sensors, 2016
Differences in connectivity patterns between child and adolescent attention deficit hyperactivity disorder patients.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2014
Improved explanation of human intelligence using cortical features with second order moments and regression.
Comput. Biol. Medicine, 2014
2010
Construction of Abdominal Probabilistic Atlases and Their Value in Segmentation of Normal Organs in Abdominal CT Scans.
IEICE Trans. Inf. Syst., 2010
Global analysis of microarray data reveals intrinsic properties in gene expression and tissue selectivity.
Bioinform., 2010
2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Comparing Pairwise and Simultaneous Joint Registrations of Decorrelating Interval Exams Using Entropic Graphs.
Proceedings of the Information Processing in Medical Imaging, 2007
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Diffeomorphic Nonlinear Transformations: A Local Parametric Approach for Image Registration.
Proceedings of the Information Processing in Medical Imaging, 2005
2004
Improved Motion Correction in fMRI by Joint Mapping of Slices into an Anatomical Volume.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
2003
Construction of an Abdominal Probabilistic Atlas and its Application in Segmentation.
IEEE Trans. Medical Imaging, 2003
IEEE Trans. Medical Imaging, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003