Ilwoo Lyu

Orcid: 0000-0001-5868-9603

According to our database1, Ilwoo Lyu authored at least 49 papers between 2010 and 2024.

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Bibliography

2024
Prediction of autism spectrum disorder using epigenetic, brain, and sensory behavioral factors.
Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

2023
Hierarchical particle optimization for cortical shape correspondence in temporal lobe resection.
Comput. Biol. Medicine, 2023

Unsupervised Learning of Cortical Surface Registration Using Spherical Harmonics.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

2022
SPHARM-Net: Spherical Harmonics-Based Convolution for Cortical Parcellation.
IEEE Trans. Medical Imaging, 2022

Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis.
J. Digit. Imaging, 2022

Ultra-high-resolution mapping of cortical layers 3T-guided 7T MRI.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Learning Subject-Specific Functional Parcellations from Cortical Surface Measures.
Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

2021
Body Part Regression With Self-Supervision.
IEEE Trans. Medical Imaging, 2021

Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography.
Neuroinformatics, 2021

Labeling lateral prefrontal sulci using spherical data augmentation and context-aware training.
NeuroImage, 2021

High-resolution 3D abdominal segmentation with random patch network fusion.
Medical Image Anal., 2021

Validation of group-wise registration for surface-based functional MRI analysis.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Joint cortical surface and structural connectivity analysis of Alzheimer's disease.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Establishing surface correspondence for post-surgical cortical thickness changes in temporal lobe epilepsy.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

From Brain to Body: Learning Low-Frequency Respiration and Cardiac Signals from fMRI Dynamics.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging.
Proceedings of the MICCAI Workshop on Computational Pathology, 2021

2020
Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis.
IEEE Trans. Medical Imaging, 2020

Automatic Labeling of Cortical Sulci Using Spherical Convolutional Neural Networks in a Developmental Cohort.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Hierarchical spherical deformation for cortical surface registration.
Medical Image Anal., 2019

Fast Polynomial Approximation of Heat Diffusion on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis.
CoRR, 2019

Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE.
CoRR, 2019

Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Cortical Surface Parcellation Using Spherical Convolutional Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Enabling Multi-shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Fast Polynomial Approximation to Heat Diffusion in Manifolds.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018
TRACE: A Topological Graph Representation for Automatic Sulcal Curve Extraction.
IEEE Trans. Medical Imaging, 2018

A cortical shape-adaptive approach to local gyrification index.
Medical Image Anal., 2018

Towards Portable Large-Scale Image Processing with High-Performance Computing.
J. Digit. Imaging, 2018

Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning.
CoRR, 2018

Constructing statistically unbiased cortical surface templates using feature-space covariance.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

SHARD: spherical harmonic-based robust outlier detection for HARDI methods.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Group-wise shape correspondence of variable and complex objects.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Sulcal depth-based cortical shape analysis in normal healthy control and schizophrenia groups.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Fully convolutional neural networks improve abdominal organ segmentation.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Hierarchical Spherical Deformation for Shape Correspondence.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Technology Enablers for Big Data, Multi-Stage Analysis in Medical Image Processing.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
A Data Colocation Grid Framework for Big Data Medical Image Processing - Backend Design.
CoRR, 2017

Novel Local Shape-Adaptive Gyrification Index with Application to Brain Development.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
Development of cortical shape in the human brain from 6 to 24 months of age via a novel measure of shape complexity.
NeuroImage, 2016

Multi-object model-based multi-atlas segmentation for rodent brains using dense discrete correspondences.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Cortical surface shape assessment via sulcal/gyral curve-based gyrification index.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Automatic sulcal curve extraction on the human cortical surface.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014
Multi-atlas segmentation with particle-based group-wise image registration.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

2013
Cortical correspondence via sulcal curve-constrained spherical registration with application to Macaque studies.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Particle-Guided Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Group-Wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
Multiple Atlases-Based Joint Labeling of Human Cortical Sulcal Curves.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

2010
Spectral-based automatic labeling and refining of human cortical sulcal curves using expert-provided examples.
NeuroImage, 2010


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