Ilwoo Lyu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 42

Top Topics

Polynomial Approximation

Medical Image Processing

Convolutional Neural Networks

Top Venues

Medical Imaging: Image Processing

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Yong Jeon Cheong, Jihyun Bae, Seonkyoung Lee, Ro Ji Hyeong, Hirotaka Kosaka, Ilwoo Lyu, Minyoung Jung
Prediction of autism spectrum disorder using epigenetic, brain, and sensory behavioral factors. BCI (2024)
Seungeun Lee, Sunghwa Ryu, Seunghwan Lee, Ilwoo Lyu
Unsupervised Learning of Cortical Surface Registration Using Spherical Harmonics. ShapeMI@MICCAI (2023)
Yue Liu, Shunxing Bao, Dario J. Englot, Victoria L. Morgan, Warren D. Taylor, Ying Wei, Ipek Oguz, Bennett A. Landman, Ilwoo Lyu
Hierarchical particle optimization for cortical shape correspondence in temporal lobe resection. Comput. Biol. Medicine 152 (2023)
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
Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis. J. Digit. Imaging 35 (6) (2022)
Roza G. Bayrak, Ilwoo Lyu, Catie Chang
Learning Subject-Specific Functional Parcellations from Cortical Surface Measures. PRIME@MICCAI (2022)
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
Ultra-high-resolution mapping of cortical layers 3T-guided 7T MRI. Medical Imaging: Image Processing (2022)
Seungbo Ha, Ilwoo Lyu
SPHARM-Net: Spherical Harmonics-Based Convolution for Cortical Parcellation. IEEE Trans. Medical Imaging 41 (10) (2022)
Roza G. Bayrak, Colin B. Hansen, Jorge A. Salas, Nafis Ahmed, Ilwoo Lyu, Yuankai Huo, Catie Chang
From Brain to Body: Learning Low-Frequency Respiration and Cardiac Signals from fMRI Dynamics. MICCAI (7) (2021)
Yue Liu, Dario J. Englot, Victoria L. Morgan, Warren D. Taylor, Ying Wei, Ipek Oguz, Bennett A. Landman, Ilwoo Lyu
Establishing surface correspondence for post-surgical cortical thickness changes in temporal lobe epilepsy. Medical Imaging: Image Processing (2021)
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
Joint cortical surface and structural connectivity analysis of Alzheimer's disease. Medical Imaging: Image Processing (2021)
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
High-resolution 3D abdominal segmentation with random patch network fusion. Medical Image Anal. 69 (2021)
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
Body Part Regression With Self-Supervision. IEEE Trans. Medical Imaging 40 (5) (2021)
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
Labeling lateral prefrontal sulci using spherical data augmentation and context-aware training. NeuroImage 229 (2021)
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
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography. Neuroinformatics 19 (3) (2021)
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
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging. COMPAY@MICCAI (2021)
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
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging. CoRR (2021)
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
Validation of group-wise registration for surface-based functional MRI analysis. Medical Imaging: Image Processing (2021)
Shih-Gu Huang, Ilwoo Lyu, Anqi Qiu, Moo K. Chung
Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis. IEEE Trans. Medical Imaging 39 (6) (2020)
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
Automatic Labeling of Cortical Sulci Using Spherical Convolutional Neural Networks in a Developmental Cohort. ISBI (2020)
Ilwoo Lyu, Hakmook Kang, Neil D. Woodward, Martin A. Styner, Bennett A. Landman
Hierarchical spherical deformation for cortical surface registration. Medical Image Anal. 57 (2019)
Shih-Gu Huang, Ilwoo Lyu, Anqi Qiu, Moo K. Chung
Fast Polynomial Approximation of Heat Diffusion on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis. CoRR (2019)
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
Cortical Surface Parcellation Using Spherical Convolutional Neural Networks. MICCAI (3) (2019)
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 Beason-Held, Baxter P. Rogers, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators. Medical Imaging: Image Processing (2019)
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
Enabling Multi-shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. MICCAI (3) (2019)
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
Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. CoRR (2019)
Shih-Gu Huang, Ilwoo Lyu, Anqi Qiu, Moo K. Chung
Fast Polynomial Approximation to Heat Diffusion in Manifolds. MICCAI (4) (2019)
Prasanna Parvathaneni, Ilwoo Lyu, Yuankai Huo, Justin A. Blaber, Allison E. Hainline, Hakmook Kang, Neil D. Woodward, Bennett A. Landman
Constructing statistically unbiased cortical surface templates using feature-space covariance. Medical Imaging: Image Processing (2018)
Ilwoo Lyu, Hakmook Kang, Neil D. Woodward, Bennett A. Landman
Sulcal depth-based cortical shape analysis in normal healthy control and schizophrenia groups. Medical Imaging: Image Processing (2018)
Ilwoo Lyu, Martin A. Styner, Bennett A. Landman
Hierarchical Spherical Deformation for Shape Correspondence. MICCAI (1) (2018)
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
Technology Enablers for Big Data, Multi-Stage Analysis in Medical Image Processing. IEEE BigData (2018)
Ilwoo Lyu, Sun Hyung Kim, Neil D. Woodward, Martin A. Styner, Bennett A. Landman
TRACE: A Topological Graph Representation for Automatic Sulcal Curve Extraction. IEEE Trans. Medical Imaging 37 (7) (2018)
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
Towards Portable Large-Scale Image Processing with High-Performance Computing. J. Digit. Imaging 31 (3) (2018)
Ilwoo Lyu, Jonathan Perdomo, Gabriel S. Yapuncich, Beatriz Paniagua, Doug M. Boyer, Martin A. Styner
Group-wise shape correspondence of variable and complex objects. Medical Imaging: Image Processing (2018)
Ilwoo Lyu, Sun Hyung Kim, Jessica B. Girault, John H. Gilmore, Martin A. Styner
A cortical shape-adaptive approach to local gyrification index. Medical Image Anal. 48 (2018)
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
Fully convolutional neural networks improve abdominal organ segmentation. Medical Imaging: Image Processing (2018)
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
Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning. CoRR (2018)
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
SHARD: spherical harmonic-based robust outlier detection for HARDI methods. Medical Imaging: Image Processing (2018)
Ilwoo Lyu, Sun Hyung Kim, Jessica Bullins, John H. Gilmore, Martin A. Styner
Novel Local Shape-Adaptive Gyrification Index with Application to Brain Development. MICCAI (1) (2017)
Shunxing Bao, Yuankai Huo, Prasanna Parvathaneni, Andrew J. Plassard, Camilo Bermudez, Yuang Yao, Ilwoo Lyu, Aniruddha S. Gokhale, Bennett A. Landman
A Data Colocation Grid Framework for Big Data Medical Image Processing - Backend Design. CoRR (2017)
Ilwoo Lyu, Sun Hyung Kim, Martin Andreas Styner
Cortical surface shape assessment via sulcal/gyral curve-based gyrification index. ISBI (2016)
Joohwi Lee, Ilwoo Lyu, Martin Styner
Multi-object model-based multi-atlas segmentation for rodent brains using dense discrete correspondences. Medical Imaging: Image Processing (2016)
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
Development of cortical shape in the human brain from 6 to 24 months of age via a novel measure of shape complexity. NeuroImage 135 (2016)
Ilwoo Lyu, Sun Hyung Kim, Martin Styner
Automatic sulcal curve extraction on the human cortical surface. Medical Imaging: Image Processing (2015)
Joohwi Lee, Ilwoo Lyu, Martin Styner
Multi-atlas segmentation with particle-based group-wise image registration. Medical Imaging: Image Processing (2014)
Ilwoo Lyu, Sun Hyung Kim, Joon-Kyung Seong, Sang Wook Yoo, Alan C. Evans, Yundi Shi, Mar Sanchez, Marc Niethammer, Martin Andreas Styner
Group-Wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization. IPMI (2013)
Manasi Datar, Ilwoo Lyu, Sun Hyung Kim, Joshua E. Cates, Martin Andreas Styner, Ross T. Whitaker
Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes. MICCAI (2) (2013)
Ilwoo Lyu, Sun Hyung Kim, Joon-Kyung Seong, Sang Wook Yoo, Alan C. Evans, Yundi Shi, Mar Sanchez, Marc Niethammer, Martin A. Styner
Cortical correspondence via sulcal curve-constrained spherical registration with application to Macaque studies. Medical Imaging: Image Processing (2013)
Joohwi Lee, Ilwoo Lyu, Ipek Oguz, Martin Andreas Styner
Particle-Guided Image Registration. MICCAI (3) (2013)
Ilwoo Lyu, Gang Li, Minjeong Kim, Dinggang Shen
Multiple Atlases-Based Joint Labeling of Human Cortical Sulcal Curves. MCV (2012)
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
Spectral-based automatic labeling and refining of human cortical sulcal curves using expert-provided examples. NeuroImage 52 (1) (2010)