Guido Gerig

ORCID

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 65

Top Venues

ISBI

CoRR

Medical Imaging: Image Processing

NeuroImage

ETH Zurich, Zürich, Switzerland (PHD)

Education History

ETH Zurich, Zürich, Switzerland

PHD

Publications

Axel Elaldi, Guido Gerig, Neel Dey
E(3) × SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI. CoRR (2023)
Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar
Multiscale Structure Guided Diffusion for Image Deblurring. ICCV (2023)
Shijie Li, Guido Gerig, Thomas Ach
Improved Counting and Localization From Density Maps for Object Detection in 2D and 3D Microscopy Imaging. ISBI (2023)
Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. CoRR (2023)
Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation. CoRR (2023)
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 (2023)
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)
Axel Elaldi, Guido Gerig, Neel Dey
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI. MIDL (2023)
Zhangsihao Yang, Mengwei Ren, Kaize Ding, Guido Gerig, Yalin Wang
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation. NeurIPS (2023)
Ye Han, Jared Vicory, Guido Gerig, Patricia Sabin, Hannah Dewey, Silvani Amin, Ana Sulentic, Christian Hertz, Matthew A. Jolley, Beatriz Paniagua, James Fishbaugh
Hierarchical Geodesic Polynomial Model for Multilevel Analysis of Longitudinal Shape. IPMI (2023)
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 (2023)
Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. DALI@MICCAI (2023)
Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. NeurIPS (2022)
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)
Batool Abbas, Riccardo Lattanzi, Catherine Petchprapa, Guido Gerig
2D/3D Quasi-Intramodal Registration of Quantitative Magnetic Resonance Images. WBIR (2022)
Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar
Image Deblurring with Domain Generalizable Diffusion Models. CoRR (2022)
Shijie Li, Thomas Ach, Guido Gerig
Improved Counting and Localization from Density Maps for Object Detection in 2D and 3D Microscopy Imaging. CoRR (2022)
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 (2022)
Mengwei Ren, Neel Dey, Martin A. Styner, Kelly N. Botteron, Guido Gerig
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. CoRR (2022)
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 (2021)
Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. CoRR (2021)
Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. CoRR (2021)
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)
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)
Mengwei Ren, Neel Dey, James Fishbaugh, Guido Gerig
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. IEEE Trans. Medical Imaging 40 (6) (2021)
Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig
Generative Adversarial Registration for Improved Conditional Deformable Templates. ICCV (2021)
Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig
Generative Adversarial Registration for Improved Conditional Deformable Templates. CoRR (2021)
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 (2021)
Axel Elaldi, Neel Dey, Heejong Kim, Guido Gerig
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data. IPMI (2021)
Anuja Sharma, Guido Gerig
Trajectories from Distribution-Valued Functional Curves: A Unified Wasserstein Framework. MICCAI (7) (2020)
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)
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)
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 (2020)
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)
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 (2020)
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)
Heejong Kim, Joseph Piven, Guido Gerig
Longitudinal structural connectivity in the developing brain with projective non-negative matrix factorization. Medical Imaging: Image Processing (2019)
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)
Batool Abbas, James Fishbaugh, Catherine Petchprapa, Riccardo Lattanzi, Guido Gerig
Analysis of the kinematic motion of the wrist from 4D magnetic resonance imaging. Medical Imaging: Image Processing (2019)
James Fishbaugh, Guido Gerig
Acceleration Controlled Diffeomorphisms For Nonparametric Image Regression. ISBI (2019)
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)
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) (2019)
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 (2019)
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)
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. Medical Imaging: Image Processing (2019)
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. Medical Imaging: Image Processing (2019)
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)
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)
Sungmin Hong, James Fishbaugh, Guido Gerig
4D Continuous Medial Representation Trajectory Estimation for Longitudinal Shape Analysis. ShapeMI@MICCAI (2018)
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)
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)
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. Medical Imaging: Image Processing (2018)
Sungmin Hong, James Fishbaugh, Guido Gerig
4D continuous medial representation by geodesic shape regression. ISBI (2018)
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. Medical Imaging: Image Processing (2017)
Avantika Vardhan, James Fishbaugh, Clement Vachet, Guido Gerig
Longitudinal Modeling of Multi-modal Image Contrast Reveals Patterns of Early Brain Growth. MICCAI (1) (2017)
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)
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)
James Fishbaugh, Stanley Durrleman, Marcel Prastawa, Guido Gerig
Geodesic shape regression with multiple geometries and sparse parameters. Medical Image Anal. 39 (2017)
Paul A. Yushkevich, Yang Gao, Guido Gerig
ITK-SNAP: An interactive tool for semi-automatic segmentation of multi-modality biomedical images. EMBC (2016)
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)
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)
Guido Gerig, James Fishbaugh, Neda Sadeghi
Longitudinal modeling of appearance and shape and its potential for clinical use. Medical Image Anal. 33 (2016)
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 (2016)
Yang Gao, Miaomiao Zhang, Karen Grewen, P. Thomas Fletcher, Guido Gerig
Image registration and segmentation in longitudinal MRI using temporal appearance modeling. ISBI (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)
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. Medical Imaging: Image Processing (2015)
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. Medical Imaging: Image Processing (2015)
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)
James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
Geodesic regression of image and shape data for improved modeling of 4D trajectories. ISBI (2014)
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 (2014)
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)
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 (2014)
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 (2014)
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)
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)
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)
Avantika Vardhan, Marcel Prastawa, Clement Vachet, Joseph Piven, Guido Gerig
Characterizing growth patterns in longitudinal MRI using image contrast. Medical Imaging: Image Processing (2014)
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)
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)
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 (2014)
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)
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) (2013)
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)
James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
Geodesic Shape Regression in the Framework of Currents. IPMI (2013)
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. Medical Imaging: Image Processing (2013)
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)
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 (2013)
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 (2013)
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 (2013)
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 (2013)
James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms. GSI (2013)
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)
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)
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. Medical Imaging: Image Processing (2013)
Marcel Prastawa, Suyash P. Awate, Guido Gerig
Building spatiotemporal anatomical models using joint 4-D segmentation, registration, and subject-specific atlas estimation. MMBIA (2012)
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)
James Fishbaugh, Stanley Durrleman, Joseph Piven, Guido Gerig
A framework for longitudinal data analysis via shape regression. Medical Imaging: Image Processing (2012)
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)
Stanley Durrleman, Marcel Prastawa, Julie R. Korenberg, Sarang C. Joshi, Alain Trouvé, Guido Gerig
Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters. MICCAI (3) (2012)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guido Gerig