Ilwoo Lyu, Ph.D. - Publications

Affiliations: 
2011-2016 Computer Science University of North Carolina, Chapel Hill, Chapel Hill, NC 
 2017- Electrical Engineering and Computer Science Vanderbilt University, Nashville, TN 
Area:
Medical Image Analysis
Website:
https://ilwoolyu.github.io/

23 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Nath V, Schilling KG, Parvathaneni P, Hansen CB, Hainline AE, Huo Y, Blaber JA, Lyu I, Janve V, Gao Y, Stepniewska I, Anderson AW, Landman BA. Deep learning reveals untapped information for local white-matter fiber reconstruction in diffusion-weighted MRI. Magnetic Resonance Imaging. PMID 31323317 DOI: 10.1016/j.mri.2019.07.012  1
2019 Lyu I, Kang H, Woodward ND, Styner MA, Landman BA. Hierarchical spherical deformation for cortical surface registration. Medical Image Analysis. 57: 72-88. PMID 31280090 DOI: 10.1016/j.media.2019.06.013  1
2019 Parvathaneni P, Nath V, McHugo M, Huo Y, Resnick SM, Woodward ND, Landman BA, Lyu I. Improving Human Cortical Sulcal Curve Labeling in Large Scale Cross-Sectional MRI using Deep Neural Networks. Journal of Neuroscience Methods. 108311. PMID 31201823 DOI: 10.1016/j.jneumeth.2019.108311  1
2019 Parvathaneni P, Lyu I, Huo Y, Rogers BP, Schilling KG, Nath V, Blaber JA, Hainline AE, Anderson AW, Woodward ND, Landman BA. Improved gray matter surface based spatial statistics in neuroimaging studies. Magnetic Resonance Imaging. PMID 31128227 DOI: 10.1016/j.mri.2019.05.016  1
2019 Bao S, Bermudez C, Huo Y, Parvathaneni P, Rodriguez W, Resnick SM, D'Haese PF, McHugo M, Heckers S, Dawant BM, Lyu I, Landman BA. Registration-based image enhancement improves multi-atlas segmentation of the thalamic nuclei and hippocampal subfields. Magnetic Resonance Imaging. PMID 30880111 DOI: 10.1016/j.mri.2019.03.014  1
2018 Lyu I, Perdomo J, Yapuncich GS, Paniagua B, Boyer DM, Styner MA. Group-wise Shape Correspondence of Variable and Complex Objects. Proceedings of Spie--the International Society For Optical Engineering. 10574. PMID 30381780 DOI: 10.1117/12.2293273  1
2018 Lyu I, Kim SH, Girault JB, Gilmore JH, Styner MA. A cortical shape-adaptive approach to local gyrification index. Medical Image Analysis. 48: 244-258. PMID 29990689 DOI: 10.1016/j.media.2018.06.009  1
2018 Lyu I, Kim SH, Woodward ND, Styner MA, Landman BA. TRACE: A Topological Graph Representation for Automatic Sulcal Curve Extraction. Ieee Transactions On Medical Imaging. 37: 1653-1663. PMID 29969416 DOI: 10.1109/TMI.2017.2787589  1
2018 Bao S, Huo Y, Parvathaneni P, Plassard AJ, Bermudez C, Yao Y, Lyu I, Gokhale A, Landman BA. A Data Colocation Grid Framework for Big Data Medical Image Processing: Backend Design. Proceedings of Spie--the International Society For Optical Engineering. 10597. PMID 29887668 DOI: 10.1117/12.2293694  1
2018 Bobo MF, Bao S, Huo Y, Yao Y, Virostko J, Plassard AJ, Lyu I, Assad A, Abramson RG, Hilmes MA, Landman BA. Fully Convolutional Neural Networks Improve Abdominal Organ Segmentation. Proceedings of Spie--the International Society For Optical Engineering. 10574. PMID 29887665 DOI: 10.1117/12.2293751  1
2018 Parvathaneni P, Lyu I, Huo Y, Blaber J, Hainline AE, Kang H, Woodward ND, Landman BA. Constructing Statistically Unbiased Cortical Surface Templates Using Feature-Space Covariance. Proceedings of Spie--the International Society For Optical Engineering. 10574. PMID 29887664 DOI: 10.1117/12.2293641  1
2018 Lyu I, Kang H, Woodward ND, Landman BA. Sulcal Depth-based Cortical Shape Analysis in Normal Healthy Control and Schizophrenia Groups. Proceedings of Spie--the International Society For Optical Engineering. 10574. PMID 29887663 DOI: 10.1117/12.2293275  1
2018 Nath V, Schilling KG, Hainline AE, Parvathaneni P, Blaber JA, Lyu I, Anderson AW, Kang H, Newton AT, Rogers BP, Landman BA. SHARD: Spherical Harmonic-based Robust Outlier Detection for HARDI Methods. Proceedings of Spie--the International Society For Optical Engineering. 10574. PMID 29887661 DOI: 10.1117/12.2293727  1
2018 Huo Y, Blaber J, Damon SM, Boyd BD, Bao S, Parvathaneni P, Noguera CB, Chaganti S, Nath V, Greer JM, Lyu I, French WR, Newton AT, Rogers BP, Landman BA. Towards Portable Large-Scale Image Processing with High-Performance Computing. Journal of Digital Imaging. PMID 29725960 DOI: 10.1007/s10278-018-0080-0  1
2016 Kim SH, Lyu IW, Fonov VS, Vachet C, Hazlett HC, Smith RG, Piven J, Dager SR, Mckinstry RC, Pruett JR, Evans AC, Collins DL, Botteron KN, Schultz RT, Gerig G, et al. Development of cortical shape in the human brain from 6 to 24months of age via a novel measure of shape complexity. Neuroimage. PMID 27150231 DOI: 10.1016/j.neuroimage.2016.04.053  1
2015 Lyu I, Kim SH, Seong JK, Yoo SW, Evans A, Shi Y, Sanchez M, Niethammer M, Styner MA. Robust estimation of group-wise cortical correspondence with an application to macaque and human neuroimaging studies. Frontiers in Neuroscience. 9: 210. PMID 26113807 DOI: 10.3389/fnins.2015.00210  1
2015 Lyu I, Kim SH, Styner M. Automatic Sulcal Curve Extraction on the Human Cortical Surface. Proceedings of Spie--the International Society For Optical Engineering. 9413. PMID 26028801 DOI: 10.1117/12.2078291  1
2014 Lee J, Lyu I, Styner M. Multi-atlas segmentation with particle-based group-wise image registration. Proceedings of Spie--the International Society For Optical Engineering. 9034: 903447. PMID 25075158 DOI: 10.1117/12.2043333  1
2013 Lyu I, Kim SH, Seong JK, Yoo SW, Evans AC, Shi Y, Sanchez M, Niethammer M, Styner MA. Group-wise cortical correspondence via sulcal curve-constrained entropy minimization. Information Processing in Medical Imaging : Proceedings of the ... Conference. 23: 364-75. PMID 24683983 DOI: 10.1007/978-3-642-38868-2_31  1
2013 Datar M, Lyu I, Kim S, Cates J, Styner MA, Whitaker R. Geodesic distances to landmarks for dense correspondence on ensembles of complex shapes. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 16: 19-26. PMID 24579119 DOI: 10.1007/978-3-642-40763-5_3  1
2013 Lee J, Lyu I, OÄŸuz I, Styner MA. Particle-guided image registration. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 16: 203-10. PMID 24505762 DOI: 10.1007/978-3-642-40760-4_26  1
2013 Lyu I, Kim SH, Seong JK, Yoo SW, Evans AC, Shi Y, Sanchez M, Niethammer M, Styner M. Cortical Correspondence via Sulcal Curve-Constrained Spherical Registration with Application to Macaque Studies. Proceedings of Spie--the International Society For Optical Engineering. 8669. PMID 24357916 DOI: 10.1117/12.2006459  1
2010 Lyu I, Seong JK, Shin SY, Im K, Roh JH, Kim MJ, Kim GH, Kim JH, Evans AC, Na DL, Lee JM. Spectral-based automatic labeling and refining of human cortical sulcal curves using expert-provided examples. Neuroimage. 52: 142-57. PMID 20363334 DOI: 10.1016/j.neuroimage.2010.03.076  1
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