Hosung Kim

37 papers A 1Journal 20Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features.
Medical Image Anal.
Zhuoshuo Li, Jiong Zhang, Youbing Zeng, Jiaying Lin, Dan Zhang, Jianjia Zhang, Duan Xu, Hosung Kim, Bingguang Liu, Mengting Liu
2026 J jnl
Task-aware evolution in physics-informed neural networks: Application to Saint-Venant torsion problems.
Eng. Appl. Artif. Intell.
Su Yeong Jo, Sanghyeon Park, Jeesuk Shin, Jongcheon Park, Hosung Kim, Seungchan Ko, Sangseung Lee, Joongoo Jeon
2025 J jnl
Engineering application of physics-informed neural networks for Saint-Venant torsion.
CoRR
Su Yeong Jo, Sanghyeon Park, Seungchan Ko, Jongcheon Park, Hosung Kim, Sangseung Lee, Joongoo Jeon
2025 J jnl
Obstructive sleep apnea subtyping based on apnea and hypopnea specific hypoxic burden is associated with brain aging and cardiometabolic syndrome.
Comput. Biol. Medicine
Soonhyun Yook, Hea Ree Park, Dongjin Seo, Eun Yeon Joo, Hosung Kim
2024 J jnl
Comparative evaluation of interpretation methods in surface-based age prediction for neonates.
NeuroImage
Xiaotong Wu, Chenxin Xie, Fangxiao Cheng, Zhuoshuo Li, Ruizhuo Li, Duan Xu, Hosung Kim, Jianjia Zhang, Hongsheng Liu, Mengting Liu
2024 J jnl
SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features.
CoRR
Zhuoshuo Li, Jiong Zhang, Youbing Zeng, Jiaying Lin, Dan Zhang, Jianjia Zhang, Duan Xu, Hosung Kim, Bingguang Liu, Mengting Liu
2022 J jnl
Novel neuroelectrophysiological age index associated with imaging features of brain aging and sleep disorders.
NeuroImage
Soonhyun Yook, Hea Ree Park, Claire Park, Gilsoon Park, Diane C. Lim, Jinyoung Kim, Eun Yeon Joo, Hosung Kim
2021 — conf
Learning to Synthesize Cortical Morphological Changes using Graph Conditional Variational Autoencoder.
ISBI
Yaqiong Chai, Mengting Liu, Ben A. Duffy, Hosung Kim
2021 — conf
Predicting brain age based on sleep EEG and DenseNet.
EMBC
Soonhyun Yook, Yizhan Miao, Claire Park, Hea Ree Park, Jinyoung Kim, Diane C. Lim, Eun Yeon Joo, Hosung Kim
2021 J jnl
Retrospective motion artifact correction of structural MRI images using deep learning improves the quality of cortical surface reconstructions.
NeuroImage
Ben A. Duffy, Lu Zhao, Farshid Sepehrband, Joyce Min, Danny J. J. Wang, Yonggang Shi, Arthur W. Toga, Hosung Kim
2021 — conf
Style Transfer Using Generative Adversarial Networks for Multi-site MRI Harmonization.
MICCAI (3)
Mengting Liu, Piyush Maiti, Sophia I. Thomopoulos, Alyssa H. Zhu, Yaqiong Chai, Hosung Kim, Neda Jahanshad
2021 J jnl
White matter hyperintensities segmentation using the ensemble U-Net with multi-scale highlighting foregrounds.
NeuroImage
Gilsoon Park, Jinwoo Hong, Ben A. Duffy, Jong-Min Lee, Hosung Kim
2020 — conf
Deep Learning of Cortical Surface Features Using Graph-Convolution Predicts Neonatal Brain Age and Neurodevelopmental Outcome.
ISBI
Mengting Liu, Ben A. Duffy, Zhe Sun, Arthur W. Toga, A. James Barkovich, Duan Xu, Hosung Kim
2020 — conf
Gradient Artifact Correction for Simultaneous EEG- fMRI using Denoising Autoencoders.
ISBI
Ben A. Duffy, Arthur W. Toga, Hosung Kim
2020 J jnl
Imputation Strategy for Reliable Regional MRI Morphological Measurements.
Neuroinformatics
Shaina Sta. Cruz, Ivo D. Dinov, Megan M. Herting, Clio González-Zacarías, Hosung Kim, Arthur W. Toga, Farshid Sepehrband
2019 — conf
A Skeleton and Deformation Based Model for Neonatal Pial Surface Reconstruction in Preterm Newborns.
ISBI
Mengting Liu, Claude Lepage, Seun Jeon, Trevor Flynn, Shiyu Yuan, Justin Kim, Arthur W. Toga, A. James Barkovich, Duan Xu, Alan C. Evans, Hosung Kim
2019 — conf
Random Forest Regression Combined with MRI Brain Morphometry Predicts Surgical Outcome of Cochlear Implantation.
ISBI
Zhe Sun, Ji Won Seo, Jee Yeon Lee, Min Young Kwak, Yehree Kim, Je Yeon Lee, Arthur W. Toga, Hong Ju Park, Hosung Kim
2019 J jnl
The LONI QC System: A Semi-Automated, Web-Based and Freely-Available Environment for the Comprehensive Quality Control of Neuroimaging Data.
Frontiers Neuroinformatics
Hosung Kim, Andrei Irimia, Sam Hobel, Mher Pogosyan, Haoteng Tang, Petros Petrosyan, Rita Esquivel Castelo Blanco, Ben A. Duffy, Lu Zhao, Karen L. Crawford, Sook-Lei Liew, Kristi Clark, Meng Law, Pratik Mukherjee, Geoffrey T. Manley, John D. Van Horn, Arthur W. Toga
2018 J jnl
Multi-Template Mesiotemporal Lobe Segmentation: Effects of Surface and Volume Feature Modeling.
Frontiers Neuroinformatics
Hosung Kim, Benoît Caldairou, Andrea Bernasconi, Neda Bernasconi
2018 J jnl
Quantitative surface analysis of combined MRI and PET enhances detection of focal cortical dysplasias.
NeuroImage
Yee-Leng Tan, Hosung Kim, Seunghyun Lee, Tarik Tihan, Lawrence Ver Hoef, Susanne G. Mueller, A. James Barkovich, Duan Xu, Robert Knowlton
2017 J jnl
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging.
CoRR
Emilie Gerardin, Gaël Chételat, Marie Chupin, Rémi Cuingnet, Béatrice Desgranges, Hosung Kim, Marc Niethammer, Bruno Dubois, Stéphane Lehéricy, Line Garnero, Francis Eustache, Olivier Colliot
2017 — conf
Surface-Wise Texture Patch Analysis of Combined MRI and PET to Detect MRI-Negative Focal Cortical Dysplasia.
MICCAI (1)
Hosung Kim, Yee-Leng Tan, Seunghyun Lee, A. James Barkovich, Duan Xu, Robert Knowlton
2016 — conf
A Surface Patch-Based Segmentation Method for Hippocampal Subfields.
MICCAI (2)
Benoît Caldairou, Boris C. Bernhardt, Jessie Kulaga-Yoskovitz, Hosung Kim, Neda Bernasconi, Andrea Bernasconi
2016 J jnl
NEOCIVET: Towards accurate morphometry of neonatal gyrification and clinical applications in preterm newborns.
NeuroImage
Hosung Kim, Claude Lepage, Romir Maheshwary, Seun Jeon, Alan C. Evans, Christopher Paul Hess, A. James Barkovich, Duan Xu
2016 J jnl
The relative Hilbert scheme of projection morphisms.
Int. J. Algebra Comput.
Hosung Kim
2015 — conf
NEOCIVET: Extraction of Cortical Surface and Analysis of Neonatal Gyrification Using a Modified CIVET Pipeline.
MICCAI (3)
Hosung Kim, Claude Lepage, Alan C. Evans, A. James Barkovich, Duan Xu
2014 — conf
Multivariate Hippocampal Subfield Analysis of Local MRI Intensity and Volume: Application to Temporal Lobe Epilepsy.
MICCAI (2)
Hosung Kim, Boris C. Bernhardt, Jessie Kulaga-Yoskovitz, Benoît Caldairou, Andrea Bernasconi, Neda Bernasconi
2012 J jnl
Automatic hippocampal segmentation in temporal lobe epilepsy: Impact of developmental abnormalities.
NeuroImage
Hosung Kim, Marie Chupin, Olivier Colliot, Boris C. Bernhardt, Neda Bernasconi, Andrea Bernasconi
2012 J jnl
Surface-based multi-template automated hippocampal segmentation: Application to temporal lobe epilepsy.
Medical Image Anal.
Hosung Kim, Tommaso Mansi, Neda Bernasconi, Andrea Bernasconi
2011 — conf
An Event-Driven Interactive Model of Information Resource Management.
ITNG
Jianchao Han, Hosung Kim, Mohsen Beheshti, Kazimierz Kowalski
2011 — conf
Robust Surface-Based Multi-template Automated Algorithm to Segment Healthy and Pathological Hippocampi.
MICCAI (3)
Hosung Kim, Tommaso Mansi, Neda Bernasconi, Andrea Bernasconi
2011 — conf
Vertex-Wise Shape Analysis of the Hippocampus: Disentangling Positional Differences from Volume Changes.
MICCAI (2)
Hosung Kim, Tommaso Mansi, Andrea Bernasconi, Neda Bernasconi
2009 J jnl
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging.
NeuroImage
Emilie Gerardin, Gaël Chételat, Marie Chupin, Rémi Cuingnet, Béatrice Desgranges, Hosung Kim, Marc Niethammer, Bruno Dubois, Stéphane Lehéricy, Line Garnero, Francis Eustache, Olivier Colliot
2008 J jnl
A Layout-Level Logic Restructuring Framework for LUT-Based FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hosung Kim, John Lillis
2008 — conf
Surface-Based Vector Analysis Using Heat Equation Interpolation: A New Approach to Quantify Local Hippocampal Volume Changes.
MICCAI (1)
Hosung Kim, Pierre Besson, Olivier Colliot, Andrea Bernasconi, Neda Bernasconi
2002 — conf
ECG Acquisition and Management System for Knowledge Discovery in Database: Data Modeling, Design, and Implementation.
ISMDA
Yongho Cho, Hosung Kim, Myoung-ju Jeon, Dongjoo Kang, HyungSik Choi, Jong-Min Lee, In-Young Kim, Sun I. Kim
2001 A conf
Requirements-Based Dynamic Metrics In Object-Oriented Systems.
RE
Jane Cleland-Huang, Carl K. Chang, Hosung Kim, Arun Balakrishnan