Carl-Fredrik Westin
Orcid: 0000-0002-1911-9728Affiliations:
- Harvard University, Cambridge, USA
According to our database1,
Carl-Fredrik Westin
authored at least 231 papers
between 1992 and 2024.
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Bibliography
2024
IEEE Trans. Medical Imaging, March, 2024
2023
Diffusion MRI with free gradient waveforms on a high-performance gradient system: Probing restriction and exchange in the human brain.
NeuroImage, December, 2023
A Registration- and Uncertainty-Based Framework for White Matter Tract Segmentation with Only One Annotated Subject.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
TractoFormer: A Novel Fiber-Level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
NeuroImage, 2021
Accuracy and precision in super-resolution MRI: Enabling spherical tensor diffusion encoding at ultra-high b-values and high resolution.
NeuroImage, 2021
Neural networks for parameter estimation in microstructural MRI: Application to a diffusion-relaxation model of white matter.
NeuroImage, 2021
<sup>Q-</sup><sup>s</sup><sup>pace trajectory imaging with positivity constraints (QTI+)</sup>.
NeuroImage, 2021
Diffusion-informed spatial smoothing of fMRI data in white matter using spectral graph filters.
NeuroImage, 2021
Characterization Of Spatial Dynamics Of Fmri Data In White Matter Using Diffusion-Informed White Matter Harmonics.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Cortical Surface-Informed Volumetric Spatial Smoothing of fMRI Data via Graph Signal Processing.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
IEEE Trans. Medical Imaging, 2020
2019
CoRR, 2019
2018
A comparison of three fiber tract delineation methods and their impact on white matter analysis.
NeuroImage, 2018
2017
Separating blood and water: Perfusion and free water elimination from diffusion MRI in the human brain.
NeuroImage, 2017
Precise Inference and Characterization of Structural Organization (PICASO) of tissue from molecular diffusion.
NeuroImage, 2017
Medical Image Anal., 2017
Patient-Specific Skeletal Muscle Fiber Modeling from Structure Tensor Field of Clinical CT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Reconstruction of 3D Muscle Fiber Structure Using High Resolution Cryosectioned Volume.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017
2016
NeuroImage, 2016
Sheet Probability Index (SPI): Characterizing the geometrical organization of the white matter with diffusion MRI.
NeuroImage, 2016
The link between diffusion MRI and tumor heterogeneity: Mapping cell eccentricity and density by diffusional variance decomposition (DIVIDE).
NeuroImage, 2016
Corrigendum to "A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging".
NeuroImage, 2016
A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging.
NeuroImage, 2016
J. Math. Imaging Vis., 2016
The confinement tensor model improves characterization of diffusion-weighted magnetic resonance data with varied timing parameters.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Estimating Diffusion Propagator and Its Moments Using Directional Radial Basis Functions.
IEEE Trans. Medical Imaging, 2015
Quantification of microscopic diffusion anisotropy disentangles effects of orientation dispersion from microstructure: Applications in healthy volunteers and in brain tumors.
NeuroImage, 2015
Sparse deconvolution of higher order tensor for fiber orientation distribution estimation.
Artif. Intell. Medicine, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
An Iterated Complex Matrix Approach for Simulation and Analysis of Diffusion MRI Processes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Fusion of white and gray matter geometry: A framework for investigating brain development.
Medical Image Anal., 2014
Medical Image Anal., 2014
Visualization and Processing of Higher Order Descriptors for Multi-Valued Data (Dagstuhl Seminar 14082).
Dagstuhl Reports, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Measurement Tensors in Diffusion MRI: Generalizing the Concept of Diffusion Encoding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Preliminary Findings in Diagnostic Prediction of Schizophrenia Using Diffusion Tensor Imaging.
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014
2013
Int. J. Biomed. Imaging, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Diffusion Propagator Estimation from Sparse Measurements in a Tractography Framework.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
IEEE Trans. Medical Imaging, 2012
Least squares for diffusion tensor estimation revisited: Propagation of uncertainty with Rician and non-Rician signals.
NeuroImage, 2012
fMRI-DTI modeling via landmark distance atlases for prediction and detection of fiber tracts.
NeuroImage, 2012
Efficient and robust nonlocal means denoising of MR data based on salient features matching.
Comput. Methods Programs Biomed., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A novel approach of fMRI-guided tractography analysis within a group: Construction of an fMRI-guided tractographic atlas.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
NeuroImage, 2011
Stochastic tractography study of Inferior Frontal Gyrus anatomical connectivity in schizophrenia.
NeuroImage, 2011
EURASIP J. Adv. Signal Process., 2011
Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data (Dagstuhl Seminar 11501).
Dagstuhl Reports, 2011
Gaussian mixtures on tensor fields for segmentation: Applications to medical imaging.
Comput. Medical Imaging Graph., 2011
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
White Matter Bundle Registration and Population Analysis Based on Gaussian Processes.
Proceedings of the Information Processing in Medical Imaging, 2011
2010
A new methodology for the estimation of fiber populations in the white matter of the brain with the Funk-Radon transform.
NeuroImage, 2010
Medical Image Anal., 2010
J. Zhejiang Univ. Sci. C, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Automatic Lung Lobe Segmentation Using Particles, Thin Plate Splines, and Maximum a Posteriori Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Biomarkers for Identifying First-Episode Schizophrenia Patients Using Diffusion Weighted Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Robust feature selection in resting-state fMRI connectivity based on population studies.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Practical and Intuitive Basis for Tensor Field Processing with Invariant Gradients and Rotation Tangents.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009
Proceedings of the Tensors in Image Processing and Computer Vision, 2009
IEEE Trans. Vis. Comput. Graph., 2009
Quantitative examination of a novel clustering method using magnetic resonance diffusion tensor tractography.
NeuroImage, 2009
Estimation of fiber Orientation Probability Density Functions in High Angular Resolution Diffusion Imaging.
NeuroImage, 2009
Addendum to "Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data" [Medical Image Analysis 13 (2009) 19-35].
Medical Image Anal., 2009
Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data.
Medical Image Anal., 2009
Consistency Clustering: A Robust Algorithm for Group-wise Registration, Segmentation and Automatic Atlas Construction in Diffusion MRI.
Int. J. Comput. Vis., 2009
Towards real time 2D to 3D registration for ultrasound-guided endoscopic and laparoscopic procedures.
Int. J. Comput. Assist. Radiol. Surg., 2009
Bias of Least Squares Approaches for Diffusion Tensor Estimation from Array Coils in DT-MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Lung Extraction, Lobe Segmentation and Hierarchical Region Assessment for Quantitative Analysis on High Resolution Computed Tomography Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
IEEE Trans. Vis. Comput. Graph., 2008
IEEE Trans. Medical Imaging, 2008
Unifying Statistical Classification and Geodesic Active Regions for Segmentation of Cardiac MRI.
IEEE Trans. Inf. Technol. Biomed., 2008
Noise and Signal Estimation in Magnitude MRI and Rician Distributed Images: A LMMSE Approach.
IEEE Trans. Image Process., 2008
Joint Segmentation of Thalamic Nuclei from a Population of Diffusion Tensor MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Two-tensor streamline tractography through white matter intra-voxel fiber crossings: Assessed by fMRI.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Proceedings of the Visualization in Medicine and Life Sciences., 2008
2007
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Medical Imaging, 2007
IEEE Signal Process. Mag., 2007
Signal Process., 2007
Comparison of fiber tracts derived from in-vivo DTI tractography with 3D histological neural tract tracer reconstruction on a macaque brain.
NeuroImage, 2007
Medical Image Anal., 2007
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Hyperspherical von Mises-Fisher Mixture (HvMF) Modelling of High Angular Resolution Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Spatially Varying Classification with Localization Certainty in Level Set Segmentation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
IEEE Trans. Vis. Comput. Graph., 2006
IEEE Trans. Medical Imaging, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Towards Scarless Surgery: An Endoscopic-Ultrasound Navigation System for Transgastric Access Procedures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
3D Histological Reconstruction of Fiber Tracts and Direct Comparison with Diffusion Tensor MRI Tractography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Diffusion <i>k</i>-tensor Estimation from Q-ball Imaging Using Discretized Principal Axes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Tensor Field Regularization using Normalized Convolution and Markov Random Fields in a Bayesian Framework.
Proceedings of the Visualization and Processing of Tensor Fields, 2006
Proceedings of the Visualization and Processing of Tensor Fields, 2006
2005
Identification of translational displacements between N-dimensional data sets using the high-order SVD and phase correlation.
IEEE Trans. Image Process., 2005
Pattern Recognit. Lett., 2005
NeuroImage, 2005
Capturing intraoperative deformations: research experience at Brigham and Women's hospital.
Medical Image Anal., 2005
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
A Hamilton-Jacobi-Bellman Approach to High Angular Resolution Diffusion Tractography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Advances in Visual Computing, First International Symposium, 2005
A tensor-like representation for averaging, filtering and interpolation of 3-D object orientation data.
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
White matter hemisphere asymmetries in healthy subjects and in schizophrenia: a diffusion tensor MRI study.
NeuroImage, 2004
A method for the analysis of the geometrical relationship between white matter pathology and the vascular architecture of the brain.
NeuroImage, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
3D Bayesian Regularization of Diffusion Tensor MRI Using Multivariate Gaussian Markov Random Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
NeuroImage, 2003
Diffusion Tensor and Functional MRI Fusion with Anatomical MRI for Image-Guided Neurosurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Regularization of Diffusion Tensor Maps Using a Non-Gaussian Markov Random Field Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Freehand Ultrasound Reconstruction Based on ROI Prior Modeling and Normalized Convolution.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Surgery Simulation and Soft Tissue Modeling, International Symposium, 2003
Registration of multidimensional image data via subpixel resolution phase correlation.
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the Computer Aided Systems Theory, 2003
Proceedings of the Computer Aided Systems Theory, 2003
Anisotropic Regularization of Posterior Probability Maps Using Vector Space Projections. Application to MRI Segmentation.
Proceedings of the Computer Aided Systems Theory, 2003
A Novel Gauss-Markov Random Field Approach for Regularization of Diffusion Tensor Maps.
Proceedings of the Computer Aided Systems Theory, 2003
Proceedings of the Computer Aided Systems Theory, 2003
2002
Level Set Based Integration of Segmentation and Computational Fluid Dynamics for Flow Correction in Phase Contrast Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
New Approaches to Estimation of White Matter Connectivity in Diffusion Tensor MRI: Elliptic PDEs and Geodesics in a Tensor-Warped Space.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Intra-patient Prone to Supine Colon Registration for Synchronized Virtual Colonoscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Deformable registration of DT-MRI data based on transformation invariant tensor characteristics.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Multimodale nicht-rigide Registrierung von Ultraschall und MR-Bilddaten unter Verwendung eines biomechanischen Modells.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002
2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Phase-Driven Finite Element Model for Spatio-temporal Tracking in Cardiac Tagged MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
IEEE Trans. Vis. Comput. Graph., 2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Codimension - Two Geodesic Active Contours for the Segmentation of Tubular Structures.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
Proceedings of the Information Processing in Medical Imaging, 1999
1998
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
1997
Proceedings of the CVRMed-MRCAS'97, 1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
On the equivalence of normalized convolution and normalized differential convolution.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993
1992
Proceedings of the Computer Vision, 1992