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ORCIDGuido Gerig
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- affiliation: NYU Tandon School of Engineering, New York, USA
- affiliation (former): University of North Carolina at Chapel Hill, USA
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2020 – today
- 2024
[c165]Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, Hyunjoon Jung, Guido Gerig, He Zhang:
Relightful Harmonization: Lighting-Aware Portrait Background Replacement. CVPR 2024: 6452-6462- [c164]Shijie Li, Palaiologos Alexopoulos, Anse Vellappally, Ronald Zambrano, Gadi Wollstein, Guido Gerig:
Self-Supervised OCT Image Denoising with Slice-to-Slice Registration and Reconstruction. ISBI 2024: 1-5 - [i16]Axel Elaldi, Guido Gerig, Neel Dey:
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution. CoRR abs/2411.11819 (2024) - 2023
- [c163]Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar:
Multiscale Structure Guided Diffusion for Image Deblurring. ICCV 2023: 10687-10699 - [c162]Ye Han
, Jared Vicory, Guido Gerig, Patricia Sabin, Hannah Dewey, Silvani Amin, Ana Sulentic, Christian Herz, Matthew A. Jolley, Beatriz Paniagua, James Fishbaugh:
Hierarchical Geodesic Polynomial Model for Multilevel Analysis of Longitudinal Shape. IPMI 2023: 810-821 - [c161]Shijie Li, Guido Gerig, Thomas Ach:
Improved Counting and Localization From Density Maps for Object Detection in 2D and 3D Microscopy Imaging. ISBI 2023: 1-5 - [c160]Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig:
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. DALI@MICCAI 2023: 23-32 - [c159]Jared Vicory, Ye Han, Juan Carlos Prieto, David Allemang, Mathieu Leclercq, Connor Bowley, Harald Scheirich, Jean-Christophe Fillion-Robin, Stephen M. Pizer, James Fishbaugh, Guido Gerig, Martin Styner, Beatriz Paniagua:
SlicerSALT: From Medical Images to Quantitative Insights of Anatomy. ShapeMI@MICCAI 2023: 201-210 - [c158]Axel Elaldi, Guido Gerig, Neel Dey:
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI. MIDL 2023: 301-319 - [c157]Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang:
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation. NeurIPS 2023 - [i15]Axel Elaldi, Guido Gerig, Neel Dey:
E(3) × SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI. CoRR abs/2304.06103 (2023) - [i14]Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig:
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. CoRR abs/2308.09835 (2023) - [i13]Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang:
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation. CoRR abs/2310.01680 (2023) - [i12]Shijie Li, Palaiologos Alexopoulos, Anse Vellappally, Ronald Zambrano, Gadi Wollstein, Guido Gerig:
Self-supervised OCT Image Denoising with Slice-to-Slice Registration and Reconstruction. CoRR abs/2311.15167 (2023) - [i11]Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, Hyunjoon Jung, Guido Gerig, He Zhang:
Relightful Harmonization: Lighting-aware Portrait Background Replacement. CoRR abs/2312.06886 (2023) - 2022
- [c156]Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka:
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration. MICCAI (6) 2022: 66-77 - [c155]Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig:
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. NeurIPS 2022 - [c154]Batool Abbas, Riccardo Lattanzi, Catherine Petchprapa, Guido Gerig:
2D/3D Quasi-Intramodal Registration of Quantitative Magnetic Resonance Images. WBIR 2022: 198-205 - [i10]Shijie Li, Thomas Ach, Guido Gerig:
Improved Counting and Localization from Density Maps for Object Detection in 2D and 3D Microscopy Imaging. CoRR abs/2203.15691 (2022) - [i9]Mengwei Ren, Neel Dey, Martin A. Styner, Kelly N. Botteron, Guido Gerig:
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. CoRR abs/2206.04281 (2022) - [i8]Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka:
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration. CoRR abs/2206.13434 (2022) - [i7]Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar:
Image Deblurring with Domain Generalizable Diffusion Models. CoRR abs/2212.01789 (2022) - 2021
- [j48]Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig:
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. IEEE Trans. Medical Imaging 40(6): 1519-1530 (2021) - [c153]Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig:
Generative Adversarial Registration for Improved Conditional Deformable Templates. ICCV 2021: 3909-3921 - [c152]Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig:
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. IPMI 2021: 267-278 - [c151]Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig:
Point-Supervised Segmentation Of Microscopy Images And Volumes Via Objectness Regularization. ISBI 2021: 1558-1562 - [c150]Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig:
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. MICCAI (7) 2021: 530-540 - [i6]Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig:
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. CoRR abs/2102.06315 (2021) - [i5]Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig:
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. CoRR abs/2102.09462 (2021) - [i4]Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig:
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization. CoRR abs/2103.05617 (2021) - [i3]Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig:
Generative Adversarial Registration for Improved Conditional Deformable Templates. CoRR abs/2105.04349 (2021) - [i2]Mengwei Ren, Heejong Kim, Neel Dey, Guido Gerig:
Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI. CoRR abs/2106.13188 (2021) - 2020
- [j47]Astrid Schmied, Takahiro Soda, Guido Gerig, Martin Styner, Meghan R. Swanson, Jed T. Elison, Mark D. Shen, Robert C. McKinstry, John R. Pruett Jr., Kelly N. Botteron, Annette M. Estes, Stephen R. Dager, Heather Cody Hazlett, Robert T. Schultz, Joseph Piven, Jason J. Wolff:
Sex differences associated with corpus callosum development in human infants: A longitudinal multimodal imaging study. NeuroImage 215: 116821 (2020) - [c149]Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig:
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. OMIA@MICCAI 2020: 72-82 - [c148]Liying Peng, Lanfen Lin, Yusen Lin, Yue Zhang, Roza M. Vlasova, Juan Prieto, Yen-Wei Chen, Guido Gerig, Martin Styner:
Multi-modal Perceptual Adversarial Learning for Longitudinal Prediction of Infant MR Images. ASMUS/PIPPI@MICCAI 2020: 284-294 - [c147]Heejong Kim, Sungmin Hong, Martin Styner, Joseph Piven, Kelly N. Botteron, Guido Gerig:
Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis. MICCAI (7) 2020: 311-321 - [c146]Anuja Sharma, Guido Gerig:
Trajectories from Distribution-Valued Functional Curves: A Unified Wasserstein Framework. MICCAI (7) 2020: 343-353 - [i1]Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig:
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. CoRR abs/2008.08024 (2020)
2010 – 2019
- 2019
- [j46]Neel Dey, Sungmin Hong, Thomas Ach, Yiannis Koutalos, Christine A. Curcio, R. Theodore Smith, Guido Gerig:
Tensor decomposition of hyperspectral images to study autofluorescence in age-related macular degeneration. Medical Image Anal. 56: 96-109 (2019) - [j45]Paul A. Yushkevich, Artem Pashchinskiy, Ipek Oguz, Suyash Mohan, J. Eric Schmitt, Joel M. Stein, Dzenan Zukic, Jared Vicory, Matthew McCormick, Natalie Yushkevich, Nadav Schwartz, Yang Gao, Guido Gerig:
User-Guided Segmentation of Multi-modality Medical Imaging Datasets with ITK-SNAP. Neuroinformatics 17(1): 83-102 (2019) - [c145]Sadhana Ravikumar, Laura E. M. Wisse, Yang Gao, Guido Gerig, Paul A. Yushkevich:
Facilitating Manual Segmentation of 3D Datasets Using Contour And Intensity Guided Interpolation. ISBI 2019: 714-718 - [c144]James Fishbaugh, Guido Gerig:
Acceleration Controlled Diffeomorphisms For Nonparametric Image Regression. ISBI 2019: 1488-1491 - [c143]Sungmin Hong, James Fishbaugh, Jason J. Wolff, Martin A. Styner, Guido Gerig:
Hierarchical Multi-geodesic Model for Longitudinal Analysis of Temporal Trajectories of Anatomical Shape and Covariates. MICCAI (4) 2019: 57-65 - [c142]James Fishbaugh, Martin Styner, Karen Grewen, John H. Gilmore, Guido Gerig:
Spatiotemporal Modeling for Image Time Series with Appearance Change: Application to Early Brain Development. MBIA/MFCA@MICCAI 2019: 174-185 - [c141]Neel Dey, Jeffrey Messinger, R. Theodore Smith, Christine A. Curcio, Guido Gerig:
Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction, and Functional Statistics to Understand Fixation in Fluorescence Microscopy. MICCAI (1) 2019: 658-666 - [c140]Neel Dey, Shijie Li, Katharina Bermond, Rainer Heintzmann, Christine A. Curcio, Thomas Ach, Guido Gerig:
Multi-modal image fusion for multispectral super-resolution in microscopy. Image Processing 2019: 109490D - [c139]James Fishbaugh, Beatriz Paniagua, Mahmoud Mostapha, Martin Styner, Veronica Murphy, John H. Gilmore, Guido Gerig:
Model selection for spatiotemporal modeling of early childhood sub-cortical development. Image Processing 2019: 109490L - [c138]Heejong Kim, Joseph Piven, Guido Gerig:
Longitudinal structural connectivity in the developing brain with projective non-negative matrix factorization. Image Processing 2019: 109490Q - [c137]Batool Abbas, James Fishbaugh, Catherine Petchprapa, Riccardo Lattanzi, Guido Gerig:
Analysis of the kinematic motion of the wrist from 4D magnetic resonance imaging. Image Processing 2019: 109491E - 2018
- [c136]James Fishbaugh, Laura Pascal, Luke Fischer, Tung Nguyen, Celso Boen, Joao Goncalves, Guido Gerig, Beatriz Paniagua:
Estimating shape correspondence for populations of objects with complex topology. ISBI 2018: 1010-1013 - [c135]Sungmin Hong, James Fishbaugh, Guido Gerig:
4D continuous medial representation by geodesic shape regression. ISBI 2018: 1014-1017 - [c134]Yang Gao, Jeff M. Phillips, Yan Zheng, Renqiang Min, P. Thomas Fletcher, Guido Gerig:
Fully convolutional structured LSTM networks for joint 4D medical image segmentation. ISBI 2018: 1104-1108 - [c133]Jared Vicory, Laura Pascal, Pablo Hernandez, James Fishbaugh, Juan-Carlos Prieto, Mahmoud Mostapha, Chao Huang, Hina Shah, Jun-Pyo Hong, Zhiyuan Liu, Loic Michoud, Jean-Christophe Fillion-Robin, Guido Gerig, Hongtu Zhu, Stephen M. Pizer, Martin Styner, Beatriz Paniagua:
SlicerSALT: Shape AnaLysis Toolbox. ShapeMI@MICCAI 2018: 65-72 - [c132]Sungmin Hong, James Fishbaugh, Guido Gerig:
4D Continuous Medial Representation Trajectory Estimation for Longitudinal Shape Analysis. ShapeMI@MICCAI 2018: 125-136 - [c131]Mathilde Ravier, Sungmin Hong, Charly Girot, Hiroshi Ishikawa, Jenna Tauber, Gadi Wollstein, Joel S. Schuman, James Fishbaugh, Guido Gerig:
Analysis of Morphological Changes of Lamina Cribrosa Under Acute Intraocular Pressure Change. MICCAI (2) 2018: 364-371 - [c130]Mahmoud Mostapha, Mark D. Shen, Sun Hyung Kim, Meghan R. Swanson, D. Louis Collins, Vladimir S. Fonov, Guido Gerig, Joseph Piven, Martin A. Styner:
A novel framework for the local extraction of extra-axial cerebrospinal fluid from MR brain images. Image Processing 2018: 105740V - 2017
- [j44]James Fishbaugh, Stanley Durrleman, Marcel Prastawa, Guido Gerig:
Geodesic shape regression with multiple geometries and sparse parameters. Medical Image Anal. 39: 1-17 (2017) - [c129]Avantika Vardhan, James Fishbaugh, Clement Vachet, Guido Gerig:
Longitudinal Modeling of Multi-modal Image Contrast Reveals Patterns of Early Brain Growth. MICCAI (1) 2017: 75-83 - [c128]Charly Girot, Hiroshi Ishikawa, James Fishbaugh, Gadi Wollstein, Joel S. Schuman, Guido Gerig:
Spatiotemporal Analysis of Structural Changes of the Lamina Cribrosa. FIFI/OMIA@MICCAI 2017: 185-193 - [c127]James Fishbaugh, Marcel Prastawa, Bo Wang, Patrick Reynolds, Stephen R. Aylward, Guido Gerig:
Data-Driven Rank Aggregation with Application to Grand Challenges. MICCAI (2) 2017: 754-762 - [c126]Sungmin Hong, James Fishbaugh, Morteza Rezanejad, Kaleem Siddiqi, Hans J. Johnson, Jane S. Paulsen, Eun Young Kim, Guido Gerig:
Subject-specific longitudinal shape analysis by coupling spatiotemporal shape modeling with medial analysis. Image Processing 2017: 101331A - 2016
- [j43]Bo Wang, Marcel Prastawa, Andrei Irimia, Avishek Saha, Wei Liu, Sheng-Yang M. Goh, Paul M. Vespa, John D. Van Horn, Guido Gerig:
Modeling 4D pathological changes by leveraging normative models. Comput. Vis. Image Underst. 151: 3-13 (2016) - [j42]Guido Gerig, James Fishbaugh, Neda Sadeghi:
Longitudinal modeling of appearance and shape and its potential for clinical use. Medical Image Anal. 33: 114-121 (2016) - [j41]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: 163-176 (2016) - [c125]Paul A. Yushkevich, Yang Gao, Guido Gerig:
ITK-SNAP: An interactive tool for semi-automatic segmentation of multi-modality biomedical images. EMBC 2016: 3342-3345 - [c124]Yang Gao, Miaomiao Zhang, Karen Grewen, P. Thomas Fletcher, Guido Gerig:
Image registration and segmentation in longitudinal MRI using temporal appearance modeling. ISBI 2016: 629-632 - [c123]Prasanna Muralidharan, James Fishbaugh, Eun Young Kim, Hans J. Johnson, Jane S. Paulsen, Guido Gerig, P. Thomas Fletcher:
Bayesian covariate selection in mixed-effects models for longitudinal shape analysis. ISBI 2016: 656-659 - [c122]Shireen Y. Elhabian, Clement Vachet, Joseph Piven, Martin Styner, Guido Gerig:
Compressive sensing based Q-space resampling for handling fast bulk motion in hardi acquisitions. ISBI 2016: 907-910 - 2015
- [c121]Marie Cherel, François Budin, Marcel Prastawa, Guido Gerig, Kevin Lee, Claudia Buss, Amanda Lyall, Kirsten Zaldarriaga Consing, Martin Styner:
Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases. Image Processing 2015: 941311 - [c120]Sun Hyung Kim, Vladimir S. Fonov, D. Louis Collins, Guido Gerig, Martin Andreas Styner:
Shape index distribution based local surface complexity applied to the human cortex. Image Processing 2015: 941344 - [e4]Stanley Durrleman, Tom Fletcher, Guido Gerig, Marc Niethammer, Xavier Pennec:
Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data - Third International Workshop, STIA 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8682, Springer 2015, ISBN 978-3-319-14904-2 [contents] - 2014
- [j40]Ipek Oguz, Mahshid Farzinfar, Joy T. Matsui, François Budin, Zhexing Liu, Guido Gerig, Hans J. Johnson, Martin Andreas Styner:
DTIPrep: quality control of diffusion-weighted images. Frontiers Neuroinformatics 8: 4 (2014) - [j39]Jiahui Wang, Clement Vachet, Ashley Rumple, Sylvain Gouttard, Clementine Ouziel, Emilie Perrot, Guangwei Du, Xuemei Huang, Guido Gerig, Martin Andreas Styner:
Multi-atlas segmentation of subcortical brain structures via the AutoSeg software pipeline. Frontiers Neuroinformatics 8: 7 (2014) - [j38]Stanley Durrleman, Marcel Prastawa, Nicolas Charon, Julie R. Korenberg, Sarang C. Joshi, Guido Gerig, Alain Trouvé:
Morphometry of anatomical shape complexes with dense deformations and sparse parameters. NeuroImage 101: 35-49 (2014) - [j37]Karen Grewen, Margaret Burchinal, Clement Vachet, Sylvain Gouttard, John H. Gilmore, Weili Lin, Josephine Johns, Mala Elam, Guido Gerig:
Prenatal cocaine effects on brain structure in early infancy. NeuroImage 101: 114-123 (2014) - [c119]James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman:
Geodesic regression of image and shape data for improved modeling of 4D trajectories. ISBI 2014: 385-388 - [c118]Bo Wang, Wei Liu, Marcel Prastawa, Andrei Irimia, Paul M. Vespa, John D. Van Horn, P. Thomas Fletcher, Guido Gerig:
4D active cut: An interactive tool for pathological anatomy modeling. ISBI 2014: 529-532 - [c117]Anuja Sharma, P. Thomas Fletcher, John H. Gilmore, Maria L. Escolar, Aditya Gupta, Martin Styner, Guido Gerig:
Parametric regression scheme for distributions: Analysis of DTI fiber tract diffusion changes in early brain development. ISBI 2014: 559-562 - [c116]Shireen Y. Elhabian, Yaniv Gur, Clement Vachet, Joseph Piven, Martin Styner, Ilana Leppert, G. Bruce Pike, Guido Gerig:
A preliminary study on the effect of motion correction on HARDI reconstruction. ISBI 2014: 1055-1058 - [c115]Yang Gao, Marcel Prastawa, Martin Styner, Joseph Piven, Guido Gerig:
A joint framework for 4D segmentation and estimation of smooth temporal appearance changes. ISBI 2014: 1291-1294 - [c114]Neda Sadeghi, P. Thomas Fletcher, Marcel Prastawa, John H. Gilmore, Guido Gerig:
Subject-Specific Prediction Using Nonlinear Population Modeling: Application to Early Brain Maturation from DTI. MICCAI (3) 2014: 33-40 - [c113]Prasanna Muralidharan, James Fishbaugh, Hans J. Johnson, Stanley Durrleman, Jane S. Paulsen, Guido Gerig, P. Thomas Fletcher:
Diffeomorphic Shape Trajectories for Improved Longitudinal Segmentation and Statistics. MICCAI (3) 2014: 49-56 - [c112]Avantika Vardhan, Marcel Prastawa, Neda Sadeghi, Clement Vachet, Joseph Piven, Guido Gerig:
Joint Longitudinal Modeling of Brain Appearance in Multimodal MRI for the Characterization of Early Brain Developmental Processes. STIA 2014: 49-63 - [c111]Avantika Vardhan, Marcel Prastawa, Clement Vachet, Joseph Piven, Guido Gerig:
Characterizing growth patterns in longitudinal MRI using image contrast. Image Processing 2014: 90340D - 2013
- [j36]Audrey R. Verde, François Budin, Jean-Baptiste Berger, Aditya Gupta, Mahshid Farzinfar, Adrien Kaiser, Mihye Ahn, Hans J. Johnson, Joy T. Matsui, Heather Cody Hazlett, Anuja Sharma, Casey Goodlett, Yundi Shi, Sylvain Gouttard, Clement Vachet, Joseph Piven, Hongtu Zhu, Guido Gerig, Martin Andreas Styner:
UNC-Utah NA-MIC framework for DTI fiber tract analysis. Frontiers Neuroinformatics 7: 51 (2013) - [j35]Stanley Durrleman, Xavier Pennec, Alain Trouvé, José Braga, Guido Gerig, Nicholas Ayache:
Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data. Int. J. Comput. Vis. 103(1): 22-59 (2013) - [j34]Sarah J. Short, Jed T. Elison, Barbara Davis Goldman, Martin Styner, Hongbin Gu, Mark Connelly, Eric A. Maltbie, Sandra Woolson, Weili Lin, Guido Gerig, J. Steven Reznick, John H. Gilmore:
Associations between white matter microstructure and infants' working memory. NeuroImage 64: 156-166 (2013) - [j33]Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, Jason Wolff, John H. Gilmore, Guido Gerig:
Regional characterization of longitudinal DT-MRI to study white matter maturation of the early developing brain. NeuroImage 68: 236-247 (2013) - [j32]Mahshid Farzinfar, Ipek Oguz, Rachel Gimpel Smith, Audrey R. Verde, Cheryl Dietrich, Aditya Gupta, Maria L. Escolar, Joseph Piven, Sonia Pujol, Clement Vachet, Sylvain Gouttard, Guido Gerig, Stephen Dager, Robert C. McKinstry, Sarah Paterson, Alan C. Evans, Martin Andreas Styner:
Diffusion imaging quality control via entropy of principal direction distribution. NeuroImage 82: 1-12 (2013) - [c110]James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman:
Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms. GSI 2013: 95-102 - [c109]James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman:
Geodesic Shape Regression in the Framework of Currents. IPMI 2013: 718-729 - [c108]Anuja Sharma, P. Thomas Fletcher, John H. Gilmore, Maria L. Escolar, Avantika Vardhan, Aditya Gupta, Martin Styner, Guido Gerig:
Spatiotemporal modeling of distribution-valued data applied to DTI tract evolution in infant neurodevelopment. ISBI 2013: 684-687 - [c107]Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Neda Sadeghi, Paul M. Vespa, John D. Van Horn, Guido Gerig:
Analyzing imaging biomarkers for traumatic brain injury using 4d modeling of longitudinal MRI. ISBI 2013: 1392-1395 - [c106]Avantika Vardhan, Marcel Prastawa, Anuja Sharma, Joseph Piven, Guido Gerig:
Modeling longitudinal MRI changes in populations using a localized, information-theoretic measure of contrast. ISBI 2013: 1396-1399 - [c105]Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, Clement Vachet, Bo Wang, John H. Gilmore, Guido Gerig:
Multivariate modeling of longitudinal MRI in early brain development with confidence measures. ISBI 2013: 1400-1403 - [c104]Bo Wang, Marcel Prastawa, Avishek Saha, Suyash P. Awate, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Valerio Pascucci, Guido Gerig:
Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database. MBIA 2013: 31-39 - [c103]Mahshid Farzinfar, Yin Li, Audrey R. Verde, Ipek Oguz, Guido Gerig, Martin A. Styner:
DTI quality control assessment via error estimation from Monte Carlo simulations. Image Processing 2013: 86692C - [c102]Audrey R. Verde, Jean-Baptiste Berger, Aditya Gupta, Mahshid Farzinfar, Adrien Kaiser, Vicki W. Chanon, Charlotte A. Boettiger, Hans J. Johnson, Joy T. Matsui, Anuja Sharma, Casey Goodlett, Yundi Shi, Hongtu Zhu, Guido Gerig, Sylvain Gouttard, Clement Vachet, Martin Styner:
UNC-Utah NA-MIC DTI framework: atlas based fiber tract analysis with application to a study of nicotine smoking addiction. Image Processing 2013: 86692D - 2012
- [j31]Xiujuan Geng, Sylvain Gouttard, Anuja Sharma, Hongbin Gu, Martin Styner, Weili Lin, Guido Gerig, John H. Gilmore:
Quantitative tract-based white matter development from birth to age 2 years. NeuroImage 61(3): 542-557 (2012) - [c101]Bo Wang, Marcel Prastawa, Suyash P. Awate, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig:
Segmentation of serial MRI of TBI patients using personalized atlas construction and topological change estimation. ISBI 2012: 1152-1155 - [c100]Avantika Vardhan, Marcel Prastawa, Sylvain Gouttard, Joseph Piven, Guido Gerig:
Quantifying regional growth patterns through longitudinal analysis of distances between multimodal MR intensity distributions. ISBI 2012: 1156-1159 - [c99]Anuja Sharma, Stanley Durrleman, John H. Gilmore, Guido Gerig:
Longitudinal growth modeling of discrete-time functions with application to DTI tract evolution in early neurodevelopment. ISBI 2012: 1397-1400 - [c98]Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, John H. Gilmore, Weili Lin, Guido Gerig:
Statistical growth modeling of longitudinal DT-MRI for regional characterization of early brain development. ISBI 2012: 1507-1510 - [c97]