Ilwoo Lyu

54 papers B 14Journal 21Unranked 19
YearRankTypeTitle / Venue / Authors
2025 — conf
Extensive Spherical Region Enlargement with Isotropic Deformation for Sulcal Labeling.
ISBI
Seunghwan Lee, Jiwon Son, Seungeun Lee, Ethan H. Willbrand, Benjamin J. Parker, Kevin S. Weiner, Ilwoo Lyu
2025 J jnl
Leveraging Input-Level Feature Deformation With Guided-Attention for Sulcal Labeling.
IEEE Trans. Medical Imaging
Seungeun Lee, Seunghwan Lee, Ethan H. Willbrand, Benjamin J. Parker, Silvia A. Bunge, Kevin S. Weiner, Ilwoo Lyu
2025 J jnl
SPHARM-Reg: Unsupervised Cortical Surface Registration Using Spherical Harmonics.
IEEE Trans. Medical Imaging
Seungeun Lee, Seunghwan Lee, Sunghwa Ryu, Ilwoo Lyu
2025 — conf
Spherical Diffusion Process for Score-Guided Cortical Correspondence via Spectral Attention.
MICCAI (16)
Seungeun Lee, Sergey Pyatkovskiy, Jaejun Yoo, Ilwoo Lyu
2024 — conf
Prediction of autism spectrum disorder using epigenetic, brain, and sensory behavioral factors.
BCI
Yong Jeon Cheong, Jihyun Bae, Seonkyoung Lee, Ro Ji Hyeong, Hirotaka Kosaka, Ilwoo Lyu, Minyoung Jung
2023 J jnl
Hierarchical particle optimization for cortical shape correspondence in temporal lobe resection.
Comput. Biol. Medicine
Yue Liu, Shunxing Bao, Dario J. Englot, Victoria L. Morgan, Warren D. Taylor, Ying Wei, Ipek Oguz, Bennett A. Landman, Ilwoo Lyu
2023 — conf
Unsupervised Learning of Cortical Surface Registration Using Spherical Harmonics.
ShapeMI@MICCAI
Seungeun Lee, Sunghwa Ryu, Seunghwan Lee, Ilwoo Lyu
2022 J jnl
Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis.
J. Digit. Imaging
Shunxing Bao, Brian D. Boyd, Praitayini Kanakaraj, Karthik Ramadass, Francisco A. C. Meyer, Yuqian Liu, William E. Duett, Yuankai Huo, Ilwoo Lyu, David H. Zald, Seth A. Smith, Baxter P. Rogers, Bennett A. Landman
2022 — conf
Learning Subject-Specific Functional Parcellations from Cortical Surface Measures.
PRIME@MICCAI
Roza G. Bayrak, Ilwoo Lyu, Catie Chang
2022 J jnl
SPHARM-Net: Spherical Harmonics-Based Convolution for Cortical Parcellation.
IEEE Trans. Medical Imaging
Seungbo Ha, Ilwoo Lyu
2022 B conf
Ultra-high-resolution mapping of cortical layers 3T-guided 7T MRI.
Image Processing
Karthik Ramadass, Francois Rheault, Leon Y. Cai, Lucas W. Remedios, Micah D'Archangel, Ilwoo Lyu, Laura A. Barquero, Allen T. Newton, Laurie E. Cutting, Yuankai Huo, Bennett A. Landman
2021 J jnl
Body Part Regression With Self-Supervision.
IEEE Trans. Medical Imaging
Yucheng Tang, Riqiang Gao, Shizhong Han, Yunqiang Chen, Dashan Gao, Vishwesh Nath, Camilo Bermudez, Michael R. Savona, Shunxing Bao, Ilwoo Lyu, Yuankai Huo, Bennett A. Landman
2021 B conf
Establishing surface correspondence for post-surgical cortical thickness changes in temporal lobe epilepsy.
Image Processing
Yue Liu, Dario J. Englot, Victoria L. Morgan, Warren D. Taylor, Ying Wei, Ipek Oguz, Bennett A. Landman, Ilwoo Lyu
2021 — conf
From Brain to Body: Learning Low-Frequency Respiration and Cardiac Signals from fMRI Dynamics.
MICCAI (7)
Roza G. Bayrak, Colin B. Hansen, Jorge Alberto Salas, Nafis Ahmed, Ilwoo Lyu, Yuankai Huo, Catie Chang
2021 J jnl
High-resolution 3D abdominal segmentation with random patch network fusion.
Medical Image Anal.
Yucheng Tang, Riqiang Gao, Ho Hin Lee, Shizhong Han, Yunqiang Chen, Dashan Gao, Vishwesh Nath, Camilo Bermudez, Michael R. Savona, Richard G. Abramson, Shunxing Bao, Ilwoo Lyu, Yuankai Huo, Bennett A. Landman
2021 B conf
Joint cortical surface and structural connectivity analysis of Alzheimer's disease.
Image Processing
Leon Y. Cai, Cailey I. Kerley, Chang Yu, Katherine S. Aboud, Lori L. Beason-Held, Andrea T. Shafer, Susan M. Resnick, Lori C. Jordan, Adam W. Anderson, Kurt G. Schilling, Ilwoo Lyu, Bennett A. Landman
2021 J jnl
Labeling lateral prefrontal sulci using spherical data augmentation and context-aware training.
NeuroImage
Ilwoo Lyu, Shuxing Bao, Lingyan Hao, Jewelia Yao, Jacob A. Miller, Willa Voorhies, Warren D. Taylor, Silvia A. Bunge, Kevin S. Weiner, Bennett A. Landman
2021 J jnl
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography.
Neuroinformatics
Colin B. Hansen, Qi Yang, Ilwoo Lyu, Francois Rheault, Cailey I. Kerley, Bramsh Qamar Chandio, Shreyas Fadnavis, Owen A. Williams, Andrea T. Shafer, Susan M. Resnick, David H. Zald, Laurie E. Cutting, Warren D. Taylor, Brian D. Boyd, Eleftherios Garyfallidis, Adam W. Anderson, Maxime Descoteaux, Bennett A. Landman, Kurt G. Schilling
2021 — conf
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging.
COMPAY@MICCAI
Shunxing Bao, Yucheng Tang, Ho Hin Lee, Riqiang Gao, Sophie Chiron, Ilwoo Lyu, Lori A. Coburn, Keith T. Wilson, Joseph T. Roland, Bennett A. Landman, Yuankai Huo
2021 J jnl
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging.
CoRR
Shunxing Bao, Yucheng Tang, Ho Hin Lee, Riqiang Gao, Sophie Chiron, Ilwoo Lyu, Lori A. Coburn, Keith T. Wilson, Joseph T. Roland, Bennett A. Landman, Yuankai Huo
2021 B conf
Validation of group-wise registration for surface-based functional MRI analysis.
Image Processing
Chang Yu, Yue Liu, Leon Y. Cai, Cailey I. Kerley, Kaiwen Xu, Warren D. Taylor, Hakmook Kang, Andrea T. Shafer, Lori L. Beason-Held, Susan M. Resnick, Bennett A. Landman, Ilwoo Lyu
2020 — conf
Automatic Labeling of Cortical Sulci Using Spherical Convolutional Neural Networks in a Developmental Cohort.
ISBI
Lingyan Hao, Shunxing Bao, Yucheng Tang, Riqiang Gao, Prasanna Parvathaneni, Jacob A. Miller, Willa Voorhies, Jewelia Yao, Silvia A. Bunge, Kevin S. Weiner, Bennett A. Landman, Ilwoo Lyu
2020 J jnl
Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis.
IEEE Trans. Medical Imaging
Shih-Gu Huang, Ilwoo Lyu, Anqi Qiu, Moo K. Chung
2019 — conf
Cortical Surface Parcellation Using Spherical Convolutional Neural Networks.
MICCAI (3)
Prasanna Parvathaneni, Shunxing Bao, Vishwesh Nath, Neil D. Woodward, Daniel O. Claassen, Carissa J. Cascio, David H. Zald, Yuankai Huo, Bennett A. Landman, Ilwoo Lyu
2019 J jnl
Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE.
CoRR
Vishwesh Nath, Ilwoo Lyu, Kurt G. Schilling, Prasanna Parvathaneni, Colin B. Hansen, Yucheng Tang, Yuankai Huo, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
2019 — conf
Enabling Multi-shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE.
MICCAI (3)
Vishwesh Nath, Ilwoo Lyu, Kurt G. Schilling, Prasanna Parvathaneni, Colin B. Hansen, Yuankai Huo, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
2019 J jnl
Fast Polynomial Approximation of Heat Diffusion on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis.
CoRR
Shih-Gu Huang, Ilwoo Lyu, Anqi Qiu, Moo K. Chung
2019 — conf
Fast Polynomial Approximation to Heat Diffusion in Manifolds.
MICCAI (4)
Shih-Gu Huang, Ilwoo Lyu, Anqi Qiu, Moo K. Chung
2019 B conf
Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators.
Image Processing
Vishwesh Nath, Samuel Remedios, Prasanna Parvathaneni, Colin B. Hansen, Roza G. Bayrak, Camilo Bermudez, Justin A. Blaber, Kurt G. Schilling, Vaibhav A. Janve, Yurui Gao, Yuankai Huo, Ilwoo Lyu, Owen A. Williams, Susan M. Resnick, Lori L. Beason-Held, Baxter P. Rogers, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
2019 J jnl
Hierarchical spherical deformation for cortical surface registration.
Medical Image Anal.
Ilwoo Lyu, Hakmook Kang, Neil D. Woodward, Martin A. Styner, Bennett A. Landman
2018 J jnl
A cortical shape-adaptive approach to local gyrification index.
Medical Image Anal.
Ilwoo Lyu, Sun Hyung Kim, Jessica B. Girault, John H. Gilmore, Martin A. Styner
2018 B conf
Constructing statistically unbiased cortical surface templates using feature-space covariance.
Image Processing
Prasanna Parvathaneni, Ilwoo Lyu, Yuankai Huo, Justin A. Blaber, Allison E. Hainline, Hakmook Kang, Neil D. Woodward, Bennett A. Landman
2018 B conf
Fully convolutional neural networks improve abdominal organ segmentation.
Image Processing
Meg F. Bobo, Shunxing Bao, Yuankai Huo, Yuang Yao, Jack Virostko, Andrew J. Plassard, Ilwoo Lyu, Albert Assad, Richard G. Abramson, Melissa A. Hilmes, Bennett A. Landman
2018 B conf
Group-wise shape correspondence of variable and complex objects.
Image Processing
Ilwoo Lyu, Jonathan Perdomo, Gabriel S. Yapuncich, Beatriz Paniagua, Doug M. Boyer, Martin A. Styner
2018 — conf
Hierarchical Spherical Deformation for Shape Correspondence.
MICCAI (1)
Ilwoo Lyu, Martin A. Styner, Bennett A. Landman
2018 J jnl
Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning.
CoRR
Vishwesh Nath, Prasanna Parvathaneni, Colin B. Hansen, Allison E. Hainline, Camilo Bermudez, Samuel Remedios, Justin A. Blaber, Kurt G. Schilling, Ilwoo Lyu, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Baxter P. Rogers, Allen T. Newton, Larry Taylor Davis, Jeffrey Luci, Adam W. Anderson, Bennett A. Landman
2018 B conf
SHARD: spherical harmonic-based robust outlier detection for HARDI methods.
Image Processing
Vishwesh Nath, Kurt G. Schilling, Allison E. Hainline, Prasanna Parvathaneni, Justin A. Blaber, Ilwoo Lyu, Adam W. Anderson, Hakmook Kang, Allen T. Newton, Baxter P. Rogers, Bennett A. Landman
2018 B conf
Sulcal depth-based cortical shape analysis in normal healthy control and schizophrenia groups.
Image Processing
Ilwoo Lyu, Hakmook Kang, Neil D. Woodward, Bennett A. Landman
2018 J jnl
TRACE: A Topological Graph Representation for Automatic Sulcal Curve Extraction.
IEEE Trans. Medical Imaging
Ilwoo Lyu, Sun Hyung Kim, Neil D. Woodward, Martin A. Styner, Bennett A. Landman
2018 — conf
Technology Enablers for Big Data, Multi-Stage Analysis in Medical Image Processing.
IEEE BigData
Shunxing Bao, Prasanna Parvathaneni, Yuankai Huo, Yogesh D. Barve, Andrew J. Plassard, Yuang Yao, Hongyang Sun, Ilwoo Lyu, David H. Zald, Bennett A. Landman, Aniruddha S. Gokhale
2018 J jnl
Towards Portable Large-Scale Image Processing with High-Performance Computing.
J. Digit. Imaging
Yuankai Huo, Justin A. Blaber, Stephen M. Damon, Brian D. Boyd, Shunxing Bao, Prasanna Parvathaneni, Camilo Bermudez, Shikha Chaganti, Vishwesh Nath, Jasmine M. Greer, Ilwoo Lyu, William R. French, Allen T. Newton, Baxter P. Rogers, Bennett A. Landman
2017 J jnl
A Data Colocation Grid Framework for Big Data Medical Image Processing - Backend Design.
CoRR
Shunxing Bao, Yuankai Huo, Prasanna Parvathaneni, Andrew J. Plassard, Camilo Bermudez, Yuang Yao, Ilwoo Lyu, Aniruddha S. Gokhale, Bennett A. Landman
2017 — conf
Novel Local Shape-Adaptive Gyrification Index with Application to Brain Development.
MICCAI (1)
Ilwoo Lyu, Sun Hyung Kim, Jessica Bullins, John H. Gilmore, Martin A. Styner
2016 — conf
Cortical surface shape assessment via sulcal/gyral curve-based gyrification index.
ISBI
Ilwoo Lyu, Sun Hyung Kim, Martin Andreas Styner
2016 J jnl
Development of cortical shape in the human brain from 6 to 24 months of age via a novel measure of shape complexity.
NeuroImage
Sun Hyung Kim, Ilwoo Lyu, Vladimir S. Fonov, Clement Vachet, Heather Cody Hazlett, Rachel Gimpel Smith, Joseph Piven, Stephen Dager, Robert C. McKinstry, John R. Pruett Jr., Alan C. Evans, D. Louis Collins, Kelly N. Botteron, Robert T. Schultz, Guido Gerig, Martin A. Styner
2016 B conf
Multi-object model-based multi-atlas segmentation for rodent brains using dense discrete correspondences.
Image Processing
Joohwi Lee, Ilwoo Lyu, Martin Styner
2015 B conf
Automatic sulcal curve extraction on the human cortical surface.
Image Processing
Ilwoo Lyu, Sun Hyung Kim, Martin Styner
2014 B conf
Multi-atlas segmentation with particle-based group-wise image registration.
Image Processing
Joohwi Lee, Ilwoo Lyu, Martin Styner
2013 B conf
Cortical correspondence via sulcal curve-constrained spherical registration with application to Macaque studies.
Image Processing
Ilwoo Lyu, Sun Hyung Kim, Joon-Kyung Seong, Sang Wook Yoo, Alan C. Evans, Yundi Shi, Mar Sanchez, Marc Niethammer, Martin A. Styner
2013 — conf
Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes.
MICCAI (2)
Manasi Datar, Ilwoo Lyu, Sun Hyung Kim, Joshua E. Cates, Martin Andreas Styner, Ross T. Whitaker
2013 — conf
Group-Wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization.
IPMI
Ilwoo Lyu, Sun Hyung Kim, Joon-Kyung Seong, Sang Wook Yoo, Alan C. Evans, Yundi Shi, Mar Sanchez, Marc Niethammer, Martin Andreas Styner
2013 — conf
Particle-Guided Image Registration.
MICCAI (3)
Joohwi Lee, Ilwoo Lyu, Ipek Oguz, Martin Andreas Styner
2012 — conf
Multiple Atlases-Based Joint Labeling of Human Cortical Sulcal Curves.
MCV
Ilwoo Lyu, Gang Li, Minjeong Kim, Dinggang Shen
2010 J jnl
Spectral-based automatic labeling and refining of human cortical sulcal curves using expert-provided examples.
NeuroImage
Ilwoo Lyu, Joon-Kyung Seong, Sung Yong Shin, Kiho Im, Jee Hoon Roh, Minjeong Kim, Geon Ha Kim, Jong Hun Kim, Alan C. Evans, Duk L. Na, Jong-Min Lee