Hyunjin Park

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 46

Top Topics

Diffusion Tensor

Magnetic Resonance

Top Venues

Comput. Methods Programs Biomed.

Comput. Biol. Medicine

Publications

Junmo Kwon, Jonghun Kim, Hyunjin Park
Leveraging segmentation-guided spatial feature embedding for overall survival prediction in glioblastoma with multimodal magnetic resonance imaging. Comput. Methods Programs Biomed. 255 (2024)
Jonghun Kim, Hyunjin Park
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study. WACV (2024)
Seulki Yoo, Yurim Jang, Seok-Jun Hong, Hyunjin Park, Sofie L. Valk, Boris C. Bernhardt, Bo-yong Park
Whole-brain structural connectome asymmetry in autism. NeuroImage 288 (2024)
Jonghun Kim, Hyunjin Park
Radiomics-guided Multimodal Self-attention Network for Predicting Pathological Complete Response in Breast MRI. CoRR (2024)
Yeongjun Park, Mi Ji Lee, Seulki Yoo, Chae Yeon Kim, Jong Young Namgung, Yunseo Park, Hyunjin Park, Eun-Chong Lee, Yeo Dong Yoon, Casey Paquola, Boris C. Bernhardt, Bo-yong Park
GAN-MAT: Generative adversarial network-based microstructural profile covariance analysis toolbox. NeuroImage 291 (2024)
Inye Na, Jonghun Kim, Eun Sook Ko, Hyunjin Park
RadiomicsFill-Mammo: Synthetic Mammogram Mass Manipulation with Radiomics Features. CoRR (2024)
Kaiyuan Yang, Fabio Musio, Yihui Ma, Norman Juchler, Johannes C. Paetzold, Rami Al-Maskari, Luciano Höher, Hongwei Bran Li, Ibrahim Ethem Hamamci, Anjany Sekuboyina, Suprosanna Shit, Houjing Huang, Diana Waldmannstetter, Florian Kofler, Fernando Navarro, Martin J. Menten, Ivan Ezhov, Daniel Rueckert, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf, Julien Hämmerli, Catherine Wurster, Philippe Bijlenga, Laura Westphal, Jeroen Bisschop, Elisa Colombo, Hakim Baazaoui, Andrew Makmur, James Hallinan, Benedikt Wiestler, Jan S. Kirschke, Roland Wiest, Emmanuel Montagnon, Laurent Létourneau-Guillon, Adrian Galdran, Francesco Galati, Daniele Falcetta, Maria A. Zuluaga, Chaolong Lin, Haoran Zhao, Zehan Zhang, Sinyoung Ra, Jongyun Hwang, Hyunjin Park, Junqiang Chen, Marek Wodzinski, Henning Müller, et al.
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA. CoRR (2023)
Inye Na, Jonghun Kim, Hyunjin Park
Synthetic Tumor Manipulation: With Radiomics Features. CoRR (2023)
Seulki Yoo, Yurim Jang, Seok-Jun Hong, Hyunjin Park, Sofie L. Valk, Boris C. Bernhardt, Bo-yong Park
Atypical structural connectome asymmetry and associations with network communication in autism spectrum disorder. EMBC (2023)
Jonghun Kim, Hyunjin Park
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study. CoRR (2023)
Junmo Kwon, Hyunjin Park
Joint Learning of Segmentation and Overall Survival for Brain Tumor based on U-Net. CBMS (2023)
Young-tack Oh, Eunsook Ko, Hyunjin Park
TDM-Stargan: Stargan Using Time Difference Map to Generate Dynamic Contrast-Enhanced Mri from Ultrafast Dynamic Contrast-Enhanced Mri. ISBI (2022)
Ji Hye Won, Jinyoung Youn, Hyunjin Park
Enhanced neuroimaging genetics using multi-view non-negative matrix factorization with sparsity and prior knowledge. Medical Image Anal. 77 (2022)
Seung-wan Jeong, Hwan-ho Cho, Seunghak Lee, Hyunjin Park
Robust multimodal fusion network using adversarial learning for brain tumor grading. Comput. Methods Programs Biomed. 226 (2022)
Seung-wan Jeong, Hwan-ho Cho, Junmo Kwon, Hyunjin Park
Region-of-interest Attentive Heteromodal Variational Encoder-Decoder for Segmentation with Missing Modalities. ACCV (6) (2022)
Young-tack Oh, Eunsook Ko, Hyunjin Park
Semi-supervised Breast Lesion Segmentation Using Local Cross Triplet Loss for Ultrafast Dynamic Contrast-Enhanced MRI. ACCV (6) (2022)
Hyoungshin Choi, Kyoungseob Byeon, Bo-yong Park, Jong-eun Lee, Sofie L. Valk, Boris C. Bernhardt, Adriana Di Martino, Michael P. Milham, Seok-Jun Hong, Hyunjin Park
Diagnosis-informed connectivity subtyping discovers subgroups of autism with reproducible symptom profiles. NeuroImage 256 (2022)
Young-tack Oh, Hyunjin Park
End-to-end Two-Branch Classifier for Retinal Imaging Analysis. ICEIC (2022)
Eunjin Kim, Hwan-ho Cho, Eunsook Ko, Hyunjin Park
Generative Adversarial Network with Local Discriminator for Synthesizing Breast Contrast-Enhanced MRI. BHI (2021)
Menglin Wu, Wei Chen, Qiang Chen, Hyunjin Park
Noise Reduction for SD-OCT Using a Structure-Preserving Domain Transfer Approach. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Mansu Kim, Jingxuan Bao, Kefei Liu, Bo-yong Park, Hyunjin Park, Jae Young Baik, Li Shen
A structural enriched functional network: An application to predict brain cognitive performance. Medical Image Anal. 71 (2021)
Mansu Kim, Jingxaun Bao, Kefei Liu, Bo-yong Park, Hyunjin Park, Li Shen
Structural Connectivity Enriched Functional Brain Network Using Simplex Regression with GraphNet. MLMI@MICCAI (2020)
Kyoungseob Byeon, Junmo Kwon, Jisu Hong, Hyunjin Park
Artificial Neural Network Inspired by Neuroimaging Connectivity: Application in Autism Spectrum Disorder. BigComp (2020)
Mansu Kim, Ji Hye Won, Jisu Hong, Junmo Kwon, Hyunjin Park, Li Shen
Deep Network-Based Feature Selection for Imaging Genetics: Application to Identifying Biomarkers for Parkinson's Disease. ISBI (2020)
Mansu Kim, Ji Sun Kim, Jinyoung Youn, Hyunjin Park, Jin Whan Cho
GraphNet-based imaging biomarker model to explain levodopa-induced dyskinesia in Parkinson's disease. Comput. Methods Programs Biomed. 196 (2020)
Mansu Kim, Ji Hye Won, Jinyoung Youn, Hyunjin Park
Joint-Connectivity-Based Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Parkinson's Disease. IEEE Trans. Medical Imaging 39 (1) (2020)
Jisu Hong, Bo-yong Park, Mi Ji Lee, Chin-Sang Chung, Jihoon Cha, Hyunjin Park
Two-step deep neural network for segmentation of deep white matter hyperintensities in migraineurs. Comput. Methods Programs Biomed. 183 (2020)
Sung Woon Park, Gyu-Ri Kim, You-Cheol Hwang, Woo Je Lee, Hyunjin Park, Jae Hyeon Kim
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. 20 (1) (2020)
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. CoRR (2019)
Kyoungseob Byeon, Bo-yong Park, Hyunjin Park
Spatially guided functional correlation tensor: A new method to associate body mass index and white matter neuroimaging. Comput. Biol. Medicine 107 (2019)
Ji Hye Won, Mansu Kim, Jinyoung Yoon, Hyunjin Park
Subtype Identification of Parkinson's Disease Using Sparse Canonical Correlation and Clustering Analysis of Multimodal Neuroimaging. MTSR (2019)
Bo-yong Park, Kyoungseob Byeon, Hyunjin Park
FuNP (Fusion of Neuroimaging Preprocessing) Pipelines: A Fully Automated Preprocessing Software for Functional Magnetic Resonance Imaging. Frontiers Neuroinformatics 13 (2019)
Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. IEEE Trans. Medical Imaging 38 (11) (2019)
Menglin Wu, Xinxin Cai, Qiang Chen, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Hyunjin Park
Geographic atrophy segmentation in SD-OCT images using synthesized fundus autofluorescence imaging. Comput. Methods Programs Biomed. 182 (2019)
Seong-jin Son, Bo-yong Park, Kyoungseob Byeon, Hyunjin Park
Synthesizing diffusion tensor imaging from functional MRI using fully convolutional networks. Comput. Biol. Medicine 115 (2019)
Mary Wu, Hyunjin Park, ChongGun Kim
A method for creating balanced cluster areas in wireless sensor networks. Int. J. Comput. Aided Eng. Technol. 10 (5) (2018)
Jisu Hong, Hyunjin Park
Non-linear Approach for MRI to intra-operative US Registration Using Structural Skeleton. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI (2018)
Menglin Wu, Qiang Chen, Xiaojun He, Ping Li, Wen Fan, Songtao Yuan, Hyunjin Park
Automatic Subretinal Fluid Segmentation of Retinal SD-OCT Images With Neurosensory Retinal Detachment Guided by Enface Fundus Imaging. IEEE Trans. Biomed. Eng. 65 (1) (2018)
Mansu Kim, Seong-jin Son, Hyunjin Park
Imaging genetics approach to predict progression of Parkinson's diseases. EMBC (2017)
Hwan-ho Cho, Hyunjin Park
Classification of low-grade and high-grade glioma using multi-modal image radiomics features. EMBC (2017)
Seung-Hak Lee, Hyunjin Park
Difference of Alzheimer's disease sub-groups using two features from intensity size zone matrix. EMBC (2017)
Hyunjin Park, Seungyeoun Lee, Ye Jin Kim, Myung-Sook Choi, Taesung Park
Analysis of clustered RNA-seq data. Int. J. Data Min. Bioinform. 19 (1) (2017)
Jisu Hong, Bo-yong Park, Hyunjin Park
Convolutional neural network classifier for distinguishing Barrett's esophagus and neoplasia endomicroscopy images. EMBC (2017)
Bo-yong Park, Jonghoon Kim, Hyunjin Park
Differences in connectivity patterns between child and adolescent attention deficit hyperactivity disorder patients. EMBC (2016)
Hyunjin Park, Seungyeoun Lee, Ye Jin Kim, Myung-Sook Choi, Taesung Park
Multivariate approach to the analysis of correlated RNA-seq data. BIBM (2016)
SungBaek Yoon, Hyunjin Park, Juneho Yi
An Efficient Bayesian Approach to Exploit the Context of Object-Action Interaction for Object Recognition. Sensors 16 (7) (2016)
Hyunjin Park, Jin-Ju Yang, Jongbum Seo, Yu Yong Choi, Kun-ho Lee, Jong-Min Lee
Improved explanation of human intelligence using cortical features with second order moments and regression. Comput. Biol. Medicine 47 (2014)
Changsik Kim, Jiwon Choi, Hyunjin Park, Yunsun Park, Jungsun Park, Taesung Park, Kwanghui Cho, Young Yang, Sukjoon Yoon
Global analysis of microarray data reveals intrinsic properties in gene expression and tissue selectivity. Bioinform. 26 (14) (2010)
Hyunjin Park, Alfred O. Hero III, Peyton H. Bland, Marc Kessler, Jongbum Seo, Charles R. Meyer
Construction of Abdominal Probabilistic Atlases and Their Value in Segmentation of Normal Organs in Abdominal CT Scans. IEICE Trans. Inf. Syst. (8) (2010)
Saradwata Sarkar, Ramkrishnan Narayanan, Hyunjin Park, Bing Ma, Peyton H. Bland, Charles R. Meyer
Quantitative growth measurement of lesions in hepatic interval CT exams. Medical Imaging: Image Processing (2008)
Ramkrishnan Narayanan, Jeffrey A. Fessler, Bing Ma, Hyunjin Park, Charles R. Meyer
Local mismatch location and spatial scale detection in image registration. Medical Imaging: Image Processing (2007)
Bing Ma, Ramkrishnan Narayanan, Hyunjin Park, Alfred O. Hero III, Peyton H. Bland, Charles R. Meyer
Comparing Pairwise and Simultaneous Joint Registrations of Decorrelating Interval Exams Using Entropic Graphs. IPMI (2007)
Bing Ma, Ramakrishnan Narayanan, Hyunjin Park, Alfred O. Hero III, Peyton H. Bland, Charles R. Meyer
Joint registration of multiple images using entropic graphs. Medical Imaging: Image Processing (2007)
Ramkrishnan Narayanan, Jeffrey A. Fessler, Hyunjin Park, Charles R. Meyer
Diffeomorphic Nonlinear Transformations: A Local Parametric Approach for Image Registration. IPMI (2005)
Hyunjin Park, Peyton H. Bland, Alfred O. Hero III, Charles R. Meyer
Least Biased Target Selection in Probabilistic Atlas Construction. MICCAI (2) (2005)
Hyunjin Park, Charles R. Meyer, Boklye Kim
Improved Motion Correction in fMRI by Joint Mapping of Slices into an Anatomical Volume. MICCAI (2) (2004)
Hyunjin Park, Peyton H. Bland, Kristy K. Brock, Charles R. Meyer
Adaptive registration using local information measures. Medical Image Anal. 8 (4) (2004)
Hyunjin Park, Peyton H. Bland, Charles R. Meyer
Construction of an Abdominal Probabilistic Atlas and its Application in Segmentation. IEEE Trans. Medical Imaging 22 (4) (2003)
Charles R. Meyer, Hyunjin Park, J. M. Balter, Peyton H. Bland
Method for Quantifying Volumetric Lesion Change in Interval Liver CT Examinations. IEEE Trans. Medical Imaging 22 (6) (2003)
Hyunjin Park, Charles R. Meyer
Grid Refinement in Adaptive Non-rigid Registration. MICCAI (2) (2003)