Ilwoo Lyu |
(류일우) |
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3D Shape Analysis Lab (ShapeLab)
Computer Science and Engineering Engineering Bldg. 106, 801-5 50 UNIST-gil, Ulsan 44919, Korea E-mail: ilwoolyu at unist ac kr Phone: +82-52-217-2298 Affiliations: @UNIST [CSE] [AIGS] [BME] @Vanderbilt [CS] [VISE] [Google Scholar] [GitHub] Last Updated: December 2022 |
The University of North Carolina at Chapel Hill Doctor of Philosophy in Computer Science |
2011 - 2017 |
Korea Advanced Institute of Science and Technology (KAIST) Master of Science in Computer Science |
2009 - 2011 |
KAIST Bachelor of Science in Computer Science |
2002 - 2009 |
UNIST,
Ulsan, Korea Assistant Professor |
Mar 2021 - Present |
Vanderbilt University,
Nashville, TN, USA Adjoint Assistant Professor |
Mar 2021 - Present |
MASI Lab,
Vanderbilt University,
Nashville, TN, USA Research Assistant Professor Mentor: Dr. Bennett Landman |
Mar 2017 - Feb 2021 |
Neuro Image Research and Analysis Lab,
UNC,
Chapel Hill, NC, USA Research Assistant Advisor: Dr. Martin Styner |
Dec 2011 - Feb 2017 |
IBM Almaden Reserach Center,
San Jose, California, USA Intern Mentor: Dr. Tanveer F. Syeda-Mahmood and Dr. Colin B. Compas |
May 2015 - Jul 2015 |
Computer Graphics Laboratory,
KAIST,
Daejeon, Korea Research Assistant Advisor: Dr. Sung Yong Shin and Dr. Joon-Kyung Seong |
Jun 2010 - May 2011 |
Cognitive Robotic Vision Laboratory,
KIST,
Seoul, Korea Intern Mentor: Dr. Sung-Kee Park |
Mar 2009 - May 2009 |
Selected Publications |
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SPHARM-Net: Spherical Harmonics-based Convolution for Cortical Parcellation
[DOI]
[PMID:35436188]
[Abstract]
[Software]
Seungbo Ha, Ilwoo Lyu IEEE Transactions on Medical Imaging, 41(10), 2739-2751, 2022 |
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Labeling Lateral Prefrontal Sulci using Spherical Data Augmentation and Context-aware Training
[DOI]
[PMID:33497773]
[Abstract]
[Software]
Ilwoo Lyu, Shunxing Bao, Lingyan Hao, Jewelia Yao, Jacob Miller, Willa Voorhies, Warren Taylor, Silvia Bunge, Kevin Weiner, Bennett Landman NeuroImage, 229, 117758, 2021 |
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Cortical Surface Parcellation using Spherical Convolutional Neural Networks
[DOI]
[PMID:31803864]
[Abstract]
[Software]
Prasanna Parvathaneni, Shunxing Bao, Vishwesh Nath, Neil Woodward, Daniel Claassen, Carissa Cascio, David Zald, Yuankai Huo, Bennett Landman, Ilwoo Lyu Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019, LNCS11766, 501-509, Shenzhen, China, 2019, early accept, travel award |
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Hierarchical Spherical Deformation for Cortical Surface Registration
[DOI]
[PMID:31280090]
[Abstract]
[Software]
Ilwoo Lyu, Hakmook Kang, Neil Woodward, Martin Styner, Bennett Landman Medical Image Analysis, 57, 72-88, 2019 |
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Hierarchical Spherical Deformation for Shape Correspondence
[DOI]
[PMID:31803863]
[Abstract]
[Software]
Ilwoo Lyu, Martin Styner, Bennett Landman Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018, LNCS11070, 853-861, Granada, Spain, 2018, early accept, oral presentation |
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A Cortical Shape-Adaptive Approach to Local Gyrification Index
[DOI]
[PMID:29990689]
[Abstract]
[Software]
Ilwoo Lyu, Sun Hyung Kim, Jessica Girault, John Gilmore, Martin Styner Medical Image Analysis, 48, 244-258, 2018 |
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TRACE: A Topological Graph Representation for Automatic Sulcal Curve Extraction
[DOI]
[PMID:29969416]
[Abstract]
[Software]
Ilwoo Lyu, Sun Hyung Kim, Neil Woodward, Martin Styner, Bennett Landman IEEE Transactions on Medical Imaging, 37(7), 1653-1663, 2018 |
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Novel Local Shape-Adaptive Gyrification Index with Application to Brain Development
[DOI]
[Abstract]
[Software]
Ilwoo Lyu, Sun Hyung Kim, Jessica Bullins, John Gilmore, Martin Styner Medical Image Computing and Computer Assisted Intervention (MICCAI) 2017, LNCS10433, 31-39, Quebec City, Quebec, Canada, 2017 |
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Group-Wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization
[DOI]
[PMID:24683983]
[Abstract]
[Tutorial]
Ilwoo Lyu, Sun Hyung Kim, Joon-Kyung Seong, Sang Wook Yoo, Alan Evans, Yundi Shi, Mar Sanchez, Marc Niethammer, Martin Styner Information Processing in Medical Imaging (IPMI) 2013, LNCS7917, 364-375, Asilomar, California, USA, 2013, oral presentation with open-ended discussion |
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Spectral-based Automatic Labeling and Refining of Human Cortical Sulcal Curves using Expert-Provided Examples
[DOI]
[PMID:20363334]
[Abstract]
Ilwoo Lyu, Joon-Kyung Seong, Sung Yong Shin, Kiho Im, Jee Hoon Roh, Min-Jeong Kim, Geon Ha Kim, Jong Hun Kim, Alan Evans, Duk L. Na, Jong-Min Lee NeuroImage, 52(1), 142-157, 2010 |
- Full List - |
Fall 2022: CSE471 Introduction to Computer Graphics,
UNIST,
Korea Instructor |
|
Fall 2021: CSE472 Introduction to Computer Vision,
UNIST,
Korea Instructor |
|
Fall 2021: CSE421 Introduction to Database Systems,
UNIST,
Korea Instructor |
|
Spring 2021, Fall 2022: CSE613 3D Shape Analysis in Neuroimaging,
UNIST,
Korea Instructor |
|
Fall 2020: CS8395 Open Source Programming for Medical Image Analysis - Surface-based Cortical Shape Analysis,
Vanderbilt University,
USA Guest Lecturer |
Oct 2020 |
Fall 2019: CS8395 Open Source Programming for Medical Image Analysis - Cortical Surface Reconstruction and Shape Analysis,
Vanderbilt University,
USA Guest Lecturer |
Oct 2019 |
Fall 2019: CS4262 Foundations of Machine Learning - Machine Learning for Brain Image Analysis,
Vanderbilt University,
USA Guest Lecturer |
Sep 2019 |
Fall 2017, Fall 2019: SC3250 Scientific Computing - Introduction to Copmuter Vision with Applications,
Vanderbilt University,
USA Guest Lecturer |
Sep 2017, Sep 2019 |
Summer 2019:
Vanderbilt Data Science Institute Summer Research Program (DSI-SRP)
,
Vanderbilt University,
USA Mentor |
May 2019 - Jul 2019 |
Spring 2014: COMP915 Technical Communication in Computer Science,
UNC,
USA Trainee |
Jan 2014 - May 2014 |
Fall 2010: CS300 Introduction to Algorithms,
KAIST,
Korea Teaching Assistant |
Sep 2010 - Dec 2010 |
Fall 2009: CS202 Problem Solving,
KAIST,
Korea Teaching Assistant |
Sep 2009 - Dec 2009 |
Tutoring Program for Freshman: JAVA language,
KAIST,
Korea Private Tutor |
Feb 2008 - Dec 2008 |
Hierarchical Spherical Deformation for Shape Correspondence,
MICCAI 2018,
Granada, Spain |
Sep 2018 |
Sulcal Depth-based Cortical Shape Analysis in Normal Healthy Control and Schizophrenia Groups,
SPIE Medical Imaging 2018,
Houston, Texas, USA |
Feb 2018 |
Cortical Surface Registration and Shape Analysis,
VISE Summer Seminar 2017,
Vanderbilt University, Nashville, Tennessee,
USA |
Jul 2017 |
Cortical Surface Shape Assessment via Sulcal/Gyral Curve-based Gyrification Index,
ISBI 2016,
Prague, Czech Republic |
Apr 2016 |
Group-wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization,
IPMI 2013,
Asilomar, California, USA |
Jun 2013 |