Guido Gerig

Orcid: 0000-0002-9547-6233

Affiliations:
  • NYU Tandon School of Engineering, New York, USA
  • University of North Carolina at Chapel Hill, USA (former)


According to our database1, Guido Gerig authored at least 217 papers between 1986 and 2024.

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Bibliography

2024
Self-Supervised OCT Image Denoising with Slice-to-Slice Registration and Reconstruction.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Relightful Harmonization: Lighting-Aware Portrait Background Replacement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
E(3) × SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI.
CoRR, 2023

Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI.
Proceedings of the Medical Imaging with Deep Learning, 2023

SlicerSALT: From Medical Images to Quantitative Insights of Anatomy.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis.
Proceedings of the Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, 2023

Improved Counting and Localization From Density Maps for Object Detection in 2D and 3D Microscopy Imaging.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Hierarchical Geodesic Polynomial Model for Multilevel Analysis of Longitudinal Shape.
Proceedings of the Information Processing in Medical Imaging, 2023

Multiscale Structure Guided Diffusion for Image Deblurring.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Image Deblurring with Domain Generalizable Diffusion Models.
CoRR, 2022

2D/3D Quasi-Intramodal Registration of Quantitative Magnetic Resonance Images.
Proceedings of the Biomedical Image Registration - 10th International Workshop, 2022

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization.
IEEE Trans. Medical Imaging, 2021

Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Point-Supervised Segmentation Of Microscopy Images And Volumes Via Objectness Regularization.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data.
Proceedings of the Information Processing in Medical Imaging, 2021

Generative Adversarial Registration for Improved Conditional Deformable Templates.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Sex differences associated with corpus callosum development in human infants: A longitudinal multimodal imaging study.
NeuroImage, 2020

Trajectories from Distribution-Valued Functional Curves: A Unified Wasserstein Framework.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Multi-modal Perceptual Adversarial Learning for Longitudinal Prediction of Infant MR Images.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020

2019
User-Guided Segmentation of Multi-modality Medical Imaging Datasets with ITK-SNAP.
Neuroinformatics, 2019

Tensor decomposition of hyperspectral images to study autofluorescence in age-related macular degeneration.
Medical Image Anal., 2019

Longitudinal structural connectivity in the developing brain with projective non-negative matrix factorization.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Model selection for spatiotemporal modeling of early childhood sub-cortical development.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Multi-modal image fusion for multispectral super-resolution in microscopy.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Analysis of the kinematic motion of the wrist from 4D magnetic resonance imaging.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Hierarchical Multi-geodesic Model for Longitudinal Analysis of Temporal Trajectories of Anatomical Shape and Covariates.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Spatiotemporal Modeling for Image Time Series with Appearance Change: Application to Early Brain Development.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction, and Functional Statistics to Understand Fixation in Fluorescence Microscopy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Facilitating Manual Segmentation of 3D Datasets Using Contour And Intensity Guided Interpolation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Acceleration Controlled Diffeomorphisms For Nonparametric Image Regression.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
A novel framework for the local extraction of extra-axial cerebrospinal fluid from MR brain images.
Proceedings of the Medical Imaging 2018: Image Processing, 2018


Analysis of Morphological Changes of Lamina Cribrosa Under Acute Intraocular Pressure Change.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

4D Continuous Medial Representation Trajectory Estimation for Longitudinal Shape Analysis.
Proceedings of the Shape in Medical Imaging, 2018

4D continuous medial representation by geodesic shape regression.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Fully convolutional structured LSTM networks for joint 4D medical image segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Estimating shape correspondence for populations of objects with complex topology.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Geodesic shape regression with multiple geometries and sparse parameters.
Medical Image Anal., 2017

Subject-specific longitudinal shape analysis by coupling spatiotemporal shape modeling with medial analysis.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Longitudinal Modeling of Multi-modal Image Contrast Reveals Patterns of Early Brain Growth.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Spatiotemporal Analysis of Structural Changes of the Lamina Cribrosa.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Data-Driven Rank Aggregation with Application to Grand Challenges.
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

Longitudinal modeling of appearance and shape and its potential for clinical use.
Medical Image Anal., 2016

Modeling 4D pathological changes by leveraging normative models.
Comput. Vis. Image Underst., 2016

Bayesian covariate selection in mixed-effects models for longitudinal shape analysis.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Image registration and segmentation in longitudinal MRI using temporal appearance modeling.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Compressive sensing based Q-space resampling for handling fast bulk motion in hardi acquisitions.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

ITK-SNAP: An interactive tool for semi-automatic segmentation of multi-modality biomedical images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Shape index distribution based local surface complexity applied to the human cortex.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014
Prenatal cocaine effects on brain structure in early infancy.
NeuroImage, 2014

Morphometry of anatomical shape complexes with dense deformations and sparse parameters.
NeuroImage, 2014

Multi-atlas segmentation of subcortical brain structures via the AutoSeg software pipeline.
Frontiers Neuroinformatics, 2014

DTIPrep: quality control of diffusion-weighted images.
Frontiers Neuroinformatics, 2014

Characterizing growth patterns in longitudinal MRI using image contrast.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Joint Longitudinal Modeling of Brain Appearance in Multimodal MRI for the Characterization of Early Brain Developmental Processes.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014

Subject-Specific Prediction Using Nonlinear Population Modeling: Application to Early Brain Maturation from DTI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Diffeomorphic Shape Trajectories for Improved Longitudinal Segmentation and Statistics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

4D active cut: An interactive tool for pathological anatomy modeling.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Parametric regression scheme for distributions: Analysis of DTI fiber tract diffusion changes in early brain development.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

A joint framework for 4D segmentation and estimation of smooth temporal appearance changes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Geodesic regression of image and shape data for improved modeling of 4D trajectories.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

A preliminary study on the effect of motion correction on HARDI reconstruction.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Associations between white matter microstructure and infants' working memory.
NeuroImage, 2013

Regional characterization of longitudinal DT-MRI to study white matter maturation of the early developing brain.
NeuroImage, 2013

Diffusion imaging quality control via entropy of principal direction distribution.
NeuroImage, 2013

Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data.
Int. J. Comput. Vis., 2013

UNC-Utah NA-MIC framework for DTI fiber tract analysis.
Frontiers Neuroinformatics, 2013

UNC-Utah NA-MIC DTI framework: atlas based fiber tract analysis with application to a study of nicotine smoking addiction.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

DTI quality control assessment via error estimation from Monte Carlo simulations.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Analyzing imaging biomarkers for traumatic brain injury using 4d modeling of longitudinal MRI.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Modeling longitudinal MRI changes in populations using a localized, information-theoretic measure of contrast.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Spatiotemporal modeling of distribution-valued data applied to DTI tract evolution in infant neurodevelopment.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Multivariate modeling of longitudinal MRI in early brain development with confidence measures.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Geodesic Shape Regression in the Framework of Currents.
Proceedings of the Information Processing in Medical Imaging, 2013

Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms.
Proceedings of the Geometric Science of Information - First International Conference, 2013

2012
Quantitative tract-based white matter development from birth to age 2 years.
NeuroImage, 2012

3D Tensor Normalization for Improved Accuracy in DTI Tensor Registration Methods.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Building spatiotemporal anatomical models using joint 4-D segmentation, registration, and subject-specific atlas estimation.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

A patient-specific segmentation framework for longitudinal MR images of traumatic brain injury.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Measures for validation of DTI tractography.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

A framework for longitudinal data analysis via shape regression.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2012

Segmentation of serial MRI of TBI patients using personalized atlas construction and topological change estimation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Quantifying regional growth patterns through longitudinal analysis of distances between multimodal MR intensity distributions.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Longitudinal growth modeling of discrete-time functions with application to DTI tract evolution in early neurodevelopment.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Statistical growth modeling of longitudinal DT-MRI for regional characterization of early brain development.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
FADTTS: Functional analysis of diffusion tensor tract statistics.
NeuroImage, 2011

DTI registration in atlas based fiber analysis of infantile Krabbe disease.
NeuroImage, 2011

Efficient Probabilistic and Geometric Anatomical Mapping Using Particle Mesh Approximation on GPUs.
Int. J. Biomed. Imaging, 2011

Estimation of Smooth Growth Trajectories with Controlled Acceleration from Time Series Shape Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Spatial intensity prior correction for tissue segmentation in the developing human brain.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Editorial.
Medical Image Anal., 2010

Towards analysis of growth trajectory through multimodal longitudinal MR imaging.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Changes of MR and DTI appearance in early human brain development.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Evaluation of DTI property maps as basis of DTI atlas building.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Image Registration Driven by Combined Probabilistic and Geometric Descriptors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A new framework for analyzing white matter maturation in early brain development.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Group analysis of DTI fiber tract statistics with application to neurodevelopment.
NeuroImage, 2009

Probabilistic white matter fiber tracking using particle filtering and von Mises-Fisher sampling.
Medical Image Anal., 2009

Simulation of brain tumors in MR images for evaluation of segmentation efficacy.
Medical Image Anal., 2009

Constrained Data Decomposition and Regression for Analyzing Healthy Aging from Fiber Tract Diffusion Properties.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Particle Based Shape Regression of Open Surfaces with Applications to Developmental Neuroimaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Voxel-Wise Group Analysis of DTI.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Cortical enhanced tissue segmentation of neonatal brain MR images acquired by a dedicated phased array coil.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
Multivariate longitudinal statistics for neonatal-pediatric brain tissue development.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Assessment of Reliability of Multi-site Neuroimaging Via Traveling Phantom Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Group Statistics of DTI Fiber Bundles Using Spatial Functions of Tensor Measures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Brain Lesion Segmentation through Physical Model Estimation.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Evaluation of Brain MRI Alignment with the Robust Hausdorff Distance Measures.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Minimum description length with local geometry.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Multivariate nonlinear mixed model to analyze longitudinal image data: MRI study of early brain development.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Statistical group differences in anatomical shape analysis using Hotelling T2 metric.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Subcortical structure segmentation using probabilistic atlas priors.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Discrimination analysis using multi-object statistics of shape and pose.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Probabilistic Fiber Tracking Using Particle Filtering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Quantification of Measurement Error in DTI: Theoretical Predictions and Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Correspondence Evaluation in Local Shape Analysis and Structural Subdivision.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Statistical Shape Analysis of Brain Structures Using Spherical Wavelets.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Population-Based Fitting of Medial Shape Models with Correspondence Optimization.
Proceedings of the Information Processing in Medical Imaging, 2007

Probabilistic Fiber Tracking Using Particle Filtering and Von Mises-Fisher Sampling.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Statistical Shape Analysis of Multi-Object Complexes.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability.
NeuroImage, 2006

Multi-modal image set registration and atlas formation.
Medical Image Anal., 2006

Editorial.
Medical Image Anal., 2006

Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis.
Medical Image Anal., 2006

Improved Correspondence for DTI Population Studies Via Unbiased Atlas Building.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Statistics of Pose and Shape in Multi-object Complexes Using Principal Geodesic Analysis.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Group mean differences of voxel and surface objects via nonlinear averaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Closed and open source neuroimage analysis tools and libraries at UNC.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Statistics of populations of images and its embedded objects: driving applications in neuroimaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Computational Anatomy to Assess Longitudinal Trajectory of Brain Growth.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Automatic segmentation of MR images of the developing newborn brain.
Medical Image Anal., 2005

Synthetic Ground Truth for Validation of Brain Tumor MRI Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Hypothesis Testing with Nonlinear Shape Models.
Proceedings of the Information Processing in Medical Imaging, 2005

2004
Boundary and medial shape analysis of the hippocampus in schizophrenia.
Medical Image Anal., 2004

A brain tumor segmentation framework based on outlier detection.
Medical Image Anal., 2004

Correction scheme for multiple correlated statistical tests in local shape analysis.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Automatic Segmentation of Neonatal Brain MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Multi-class Posterior Atlas Formation via Unbiased Kullback-Leibler Template Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Profile Scale-Spaces for Multiscale Image Match.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

A Statistical Shape Model of Individual Fiber Tracts Extracted from Diffusion Tensor MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Determining Malignancy of Brain Tumors by Analysis of Vessel Shape.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Towards a Shape Model of White Matter Fiber Bundles Using Diffusion Tensor MRI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Measuring Tortuosity of the Intracerebral Vasculature.
IEEE Trans. Medical Imaging, 2003

Multiscale medial shape-based analysis of image objects.
Proc. IEEE, 2003

Statistical shape analysis of neuroanatomical structures based on medial models.
Medical Image Anal., 2003

Structural and radiometric asymmetry in brain images.
Medical Image Anal., 2003

Object models in multiscale intrinsic coordinates via m-reps.
Image Vis. Comput., 2003

Automatic and Robust Computation of 3D Medial Models Incorporating Object Variability.
Int. J. Comput. Vis., 2003

Scale-Space on Image Profiles about an Object Boundary.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Caudate Shape Discrimination in Schizophrenia Using Template-Free Non-parametric Tests.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Boundary and Medial Shape Analysis of the Hippocampus in Schizophrenia.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Robust Estimation for Brain Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Assessing Early Brain Development in Neonates by Segmentation of High-Resolution 3T MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Age and Treatment Related Local Hippocampal Changes in Schizophrenia Explained by a Novel Shape Analysis Method.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Quantitative Analysis of White Matter Fiber Properties along Geodesic Paths.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Analysis Tool for Diffusion Tensor MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Vascular Attributes and Malignant Brain Tumors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

2002
Multisite validation of image analysis methods: assessing intra- and intersite variability.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Automatic Brain and Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Statistical shape models for segmentation and structural analysis.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Model-Based Brain and Tumor Segmentation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Level-Set Evolution with Region Competition: Automatic 3-D Segmentation of Brain Tumors.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Shape versus Size: Improved Understanding of the Morphology of Brain Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Valmet: A New Validation Tool for Assessing and Improving 3D Object Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Spatio-temporal Segmentation of Active Multiple Sclerosis Lesions in Serial MRI Data.
Proceedings of the Information Processing in Medical Imaging, 2001

Medial Models Incorporating Object Variability for 3D Shape Analysis.
Proceedings of the Information Processing in Medical Imaging, 2001

Three-Dimensional Medial Shape Representation Incorporating Object Variability.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Parametric Estimate of Intensity Inhomogeneities Applied to MRI.
IEEE Trans. Medical Imaging, 2000

Exploring the discrimination power of the time domain for segmentation and characterization of active lesions in serial MR data.
Medical Image Anal., 2000

Model-based Segmentation of Radiological Images.
Künstliche Intell., 2000

1999
Elastic Model-Based Segmentation of 3-D Neuroradiological Data Sets.
IEEE Trans. Medical Imaging, 1999

Brain Morphometry by Distance Measurement in a Non-Euclidean, Curvilinear Space.
Proceedings of the Information Processing in Medical Imaging, 1999

3D Graph Description of the Intracerebral Vasculature from Segmented MRA and Tests of Accuracy by Comparison with X-ray Angiograms.
Proceedings of the Information Processing in Medical Imaging, 1999

1998
Three-dimensional multi-scale line filter for segmentation and visualization of curvilinear structures in medical images.
Medical Image Anal., 1998

Exploring the Discrimination Power of the Time Domain for Segmentation and Characterization of Lesions in Serial MR Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Detecting and Inferring Brain Activation from Functional MRI by Hypothesis-Testing Based on the Likelihood Ratio.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Motion Measurements in Low-Contrast X-ray Imagery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

1997
A user-guided tool for efficient segmentation of medical image data.
Proceedings of the CVRMed-MRCAS'97, 1997

3D Multi-scale line filter for segmentation and visualization of curvilinear structures in medical images.
Proceedings of the CVRMed-MRCAS'97, 1997

1996
Segmentation of 2-D and 3-D objects from MRI volume data using constrained elastic deformations of flexible Fourier contour and surface models.
Medical Image Anal., 1996

Automatic Segmentation of Cell Nuclei from Confocal Laser Scanning Microscopy Images.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996

Compensation of Spatial Inhomogeneity in MRI Based on a Parametric Bias Estimate.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996

1995
Parametrization of Closed Surfaces for 3-D Shape Description.
Comput. Vis. Image Underst., 1995

Multiscale Detection of Curvilinear Structures in 2D and 3D Image Data.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

Segmentation of 3D Objects from MRI Volume Data Using Constrained Elastic Deformations of Flexible Fourier Surface Models.
Proceedings of the Computer Vision, 1995

1994
Vector-Valued Diffusion.
Proceedings of the Geometry-Driven Diffusion in Computer Vision, 1994

Structural description and combined 3D display for superior analysis of cerebral vascularity from MRA.
Proceedings of the Visualization in Biomedical Computing 1994, 1994

1993
Symbolic Description of 3-D Structures Applied to Cerebral Vessel Tree Obtained from MR Angiography Volume Data.
Proceedings of the Information Processing in Medical Imaging, 1993

Line-finding in 2-D and 3-D by Multi-valued Non-linear Diffusion of Feature Maps.
Proceedings of the Mustererkennung 1993, 1993

Analysis of MR Angiography Volume Data Leading to the Structural Description of the Cerebral Vessel Tree.
Proceedings of the Computer Analysis of Images and Patterns, 5th International Conference, 1993

1992
Nonlinear anisotropic filtering of MRI data.
IEEE Trans. Medical Imaging, 1992

Unsupervised tissue type segmentation of 3D dual-echo MR head data.
Image Vis. Comput., 1992

Surface parametrization and shape description.
Proceedings of the Visualization in Biomedical Computing '92, 1992

1991
Automating Segmentation of Dual-Echo MR Head Data.
Proceedings of the Information Processing in Medical Imaging, 1991

3D Verdünnung zur symbolischen Beschreibung von verästelten, räumlichen Strukturen.
Proceedings of the Mustererkennung 1991, 1991

1990
Representation and Description of Complex 3D Objects from Medical Volume Data.
Proceedings of the Mustererkennung 1990, 1990

1989
Medical Imaging and Computer Vision: An Integrated Approach for Diagnosis and Planning.
Proceedings of the Mustererkennung 1989, 1989

1988
Recognition of Nonrigid Objects Using the Generalized Hough Transform.
Proceedings of the Mustererkennung 1988, 1988

Erkennung globaler Bildstrukturen durch Gruppierung und regelbasierte Kombination von Strukturprimitiven.
Proceedings of the Mustererkennung 1988, 1988

1987
Segmentierung zur symbolischen Beschreibung von Strukturen in Grauwertbildern.
PhD thesis, 1987

1986
Verstehen von Landkarten.
Proceedings of the Mustererkennung 1986, 8. DAGM-Symposium, Paderborn 30. September, 1986


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