Lipeng Ning

Medical Image Anal., 2024

EVENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRI.

[BibT_eX]

[DOI]

Johanna Seitz-Holland

CoRR, 2024

A study of why we need to reassess full reference image quality assessment with medical images.

[BibT_eX]

[DOI]

Anna Breger

Ander Biguri

Malena Sabaté Landman

AIX-COVNET Collaboration

Carola-Bibiane Schönlieb

CoRR, 2024

SlicerTMS: Real-Time Visualization of Transcranial Magnetic Stimulation for Mental Health Treatment.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

SlicerTMS: Interactive Real-time Visualization of Transcranial Magnetic Stimulation using Augmented Reality and Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Maximum-Entropy Estimation of Joint Relaxation-Diffusion Distribution Using Multi-TE Diffusion MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A Deep Learning Framework for Estimating Multi-Fiber PICASO Model Parameters of Tissue Microstructure Using Diffusion MRI.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

In-Vivo Estimation of Axon Radii From Clinical Scanners.

[BibT_eX]

[DOI]

Debdut Mandal

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Deep-Learning Framework for Estimating the Posterior Distribution of the Standard Model of Diffusion Mri.

[BibT_eX]

[DOI]

Hazhar Sufi Karimi

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Minimum-entropy causal inference and its application in brain network analysis.

[BibT_eX]

[DOI]

CoRR, 2022

On the Dataset Quality Control for Image Registration Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Deep learning based segmentation of brain tissue from diffusion MRI.

[BibT_eX]

[DOI]

NeuroImage, 2021

2020

Joint RElaxation-Diffusion Imaging Moments to Probe Neurite Microstructure.

[BibT_eX]

[DOI]

Borjan A. Gagoski

Filip Szczepankiewicz

IEEE Trans. Medical Imaging, 2020

Smooth Interpolation of Covariance Matrices and Brain Network Estimation: Part II.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results.

[BibT_eX]

[DOI]

Suheyla Cetin Karayumak

NeuroImage, 2020

2019

Smooth Interpolation of Covariance Matrices and Brain Network Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

MK-curve - Characterizing the relation between mean kurtosis and alterations in the diffusion MRI signal.

[BibT_eX]

[DOI]

NeuroImage, 2019

Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms.

[BibT_eX]

[DOI]

NeuroImage, 2019

Retrospective harmonization of multi-site diffusion MRI data acquired with different acquisition parameters.

[BibT_eX]

[DOI]

Suheyla Cetin Karayumak

NeuroImage, 2019

2018

A Dynamic Regression Approach for Frequency-Domain Partial Coherence and Causality Analysis of Functional Brain Networks.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Regularization and Interpolation of Positive Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis.

[BibT_eX]

[DOI]

NeuroImage, 2018

Regularization of covariance matrices on Riemannian manifolds using linear systems.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Precise Inference and Characterization of Structural Organization (PICASO) of tissue from molecular diffusion.

[BibT_eX]

[DOI]

NeuroImage, 2017

Matricial Wasserstein-1 Distance.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2017

Supra-Threshold Fiber Cluster Statistics for Data-Driven Whole Brain Tractography Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Dynamic Regression for Partial Correlation and Causality Analysis of Functional Brain Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Corrigendum to "A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging".

[BibT_eX]

[DOI]

Martha Elizabeth Shenton

NeuroImage, 2016

A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging.

[BibT_eX]

[DOI]

Martha Elizabeth Shenton

NeuroImage, 2016

Inter-site and inter-scanner diffusion MRI data harmonization.

[BibT_eX]

[DOI]

NeuroImage, 2016

2015

Estimating Diffusion Propagator and Its Moments Using Directional Radial Basis Functions.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2015

On Matrix-Valued Monge-Kantorovich Optimal Mass Transport.

[BibT_eX]

[DOI]

Samuel Deslauriers-Gauthier

Allen R. Tannenbaum

IEEE Trans. Autom. Control., 2015

Linear Models Based on Noisy Data and the Frisch Scheme.

[BibT_eX]

[DOI]

SIAM Rev., 2015

Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?

[BibT_eX]

[DOI]

Medical Image Anal., 2015

A Compressed-Sensing Approach for Super-Resolution Reconstruction of Diffusion MRI.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2015

2014

Maximum Entropy Estimation of Glutamate and Glutamine in MR Spectroscopic Imaging.

[BibT_eX]

[DOI]

Martha Elizabeth Shenton

Robert Stern

Alexander P. Lin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Metrics for Matrix-valued Measures via Test Functions.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

On robustness of ℓ1-regularization methods for spectral estimation.

[BibT_eX]

[DOI]

Johan Karlsson

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

On the Geometry of Covariance Matrices.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

Approximation in the Wasserstein distance with application to clustering.

[BibT_eX]

[DOI]

Francesca P. Carli

CoRR, 2013

The Wasserstein metric in Factor Analysis.

[BibT_eX]

[DOI]

Proceedings of the SIAM Conference on Control and its Applications, 2013

2012

Distances and Riemannian Metrics for Multivariate Spectral Densities.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

Metrics for multivariate power spectra.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Geometric methods for structured covariance estimation.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

2011

Geometric methods for estimation of structured covariances

[BibT_eX]

[DOI]

CoRR, 2011

Sparse factor analysis via likelihood and ℓ1-regularization.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Separation of system dynamics and line spectra via sparse representation.

[BibT_eX]

[DOI]