Nicholas J. Tustison

Orcid: 0000-0001-9418-5103

According to our database1, Nicholas J. Tustison authored at least 46 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multimodal Patient Representation Learning with Missing Modalities and Labels.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2021
Publisher Correction: Similarity-driven multi-view embeddings from high-dimensional biomedical data.
Nat. Comput. Sci., 2021

Similarity-driven multi-view embeddings from high-dimensional biomedical data.
Nat. Comput. Sci., 2021

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results.
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CoRR, 2021

2020
Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data.
NeuroImage, 2020

Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features.
Frontiers Comput. Neurosci., 2020

Interpretable, similarity-driven multi-view embeddings from high-dimensional biomedical data.
CoRR, 2020

Deep Volumetric Feature Encoding for Biomedical Images.
Proceedings of the Biomedical Image Registration - 9th International Workshop, 2020

2019
Multi-Site Meta-Analysis of Morphometry.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Deformable Registration of Whole Brain Zebrafish Microscopy Using an Implementation of the Flash Algorithm Within Ants.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Brain Tumor Segmentation with Uncertainty Estimation and Overall Survival Prediction.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018
Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

2017
An Open Benchmark Challenge for Motion Correction of Myocardial Perfusion MRI.
IEEE J. Biomed. Health Informatics, 2017

Multivariate modeling using quantitative CT metrics may improve accuracy of diagnosis of bronchiolitis obliterans syndrome after lung transplantation.
Comput. Biol. Medicine, 2017

2015
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).
IEEE Trans. Medical Imaging, 2015

Optimal Symmetric Multimodal Templates and Concatenated Random Forests for Supervised Brain Tumor Segmentation (Simplified) with ANTsR.
Neuroinformatics, 2015

Neuroinformatics and the The Insight ToolKit.
Frontiers Neuroinformatics, 2015

2014
Large-scale evaluation of ANTs and FreeSurfer cortical thickness measurements.
NeuroImage, 2014

The Insight ToolKit image registration framework.
Frontiers Neuroinformatics, 2014

Advanced Normalization Tools for Cardiac Motion Correction.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

2013
Explicit B-spline regularization in diffeomorphic image registration.
Frontiers Neuroinformatics, 2013

2012
Diffeomorphic Directly Manipulated Free-Form Deformation Image Registration via Vector Field Flows.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

A Unified Image Registration Framework for ITK.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

2011
Point Set Registration Using Havrda-Charvat-Tsallis Entropy Measures.
IEEE Trans. Medical Imaging, 2011

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.
IEEE Trans. Medical Imaging, 2011

Topological Well-Composedness and Glamorous Glue: A Digital Gluing Algorithm for Topologically Constrained Front Propagation.
IEEE Trans. Image Process., 2011

An Open Source Multivariate Framework for n-Tissue Segmentation with Evaluation on Public Data.
Neuroinformatics, 2011

A reproducible evaluation of ANTs similarity metric performance in brain image registration.
NeuroImage, 2011

2010
N4ITK: Improved N3 Bias Correction.
IEEE Trans. Medical Imaging, 2010

Sparse Unbiased Analysis of Anatomical Variance in Longitudinal Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Directly Manipulated Free-Form Deformation Image Registration.
IEEE Trans. Image Process., 2009

Computational Analysis of HRCT Images for Characterization and Differentiation of ILD and COPD.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

A New Information-Theoretic Measure to Control the Robustness-Sensitivity Trade-Off for DMFFD Point-Set Registration.
Proceedings of the Information Processing in Medical Imaging, 2009

2008
Topological Repairing of 3D Digital Images.
J. Math. Imaging Vis., 2008

Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
How Do Registration Parameters Affect Quantitation of Lung Kinematics?
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Pulmonary Kinematics from Hyperpolarized Helium-3 Tagged Magnetic Resonance Imaging.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Improved FFD B-Spline Image Registration.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Biventricular myocardial strains via nonrigid registration of AnFigatomical NURBS models.
IEEE Trans. Medical Imaging, 2006

A Generalization of Free-Form Deformation Image Registration Within the ITK Finite Element Framework.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

Integrated Graph Cuts for Brain MRI Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Generalized <i>n</i>-D <i>C</i><sup><i>k</i></sup> B-Spline Scattered Data Approximation with Confidence Values.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Adaptive graph cuts with tissue priors for brain MRI segmentation.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2004
Biventricular Myocardial Kinematics Based on Tagged MRI from Anatomical NURBS Models.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Myocardial kinematics from tagged MRI based on a 4-D B-spline model.
IEEE Trans. Biomed. Eng., 2003

2002
Myocardial Strain Imaging with Tagged MRI.
Proceedings of the 16th International Conference on Pattern Recognition, 2002


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