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Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data

Frontiers in computational neuroscience, 2020-03, Vol.14, p.19-19

2020

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Editorial: Automatic methods for multiple sclerosis new lesions detection and segmentation

Frontiers in neuroscience, 2023-03, Vol.17, p.1176625-1176625

2023

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Multiple sclerosis lesions segmentation from multiple experts: The MICCAI 2016 challenge dataset

NeuroImage (Orlando, Fla.), 2021-12, Vol.244, p.118589-118589, Article 118589

2021

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White matter abnormalities in depression: A categorical and phenotypic diffusion MRI study

NeuroImage clinical, 2019-01, Vol.22, p.101710-101710, Article 101710

2019

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Regional brain development analysis through registration using anisotropic similarity, a constrained affine transformation

PloS one, 2020-02, Vol.15 (2), p.e0214174-e0214174

2020

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The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery

Journal of neuroimaging, 2015-11, Vol.25 (6), p.875-882

2015

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Atlas-based delineation of lymph node levels in head and neck computed tomography images

Radiotherapy and oncology, 2008-05, Vol.87 (2), p.281-289

2008

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A Fast and Log-Euclidean Polyaffine Framework for Locally Linear Registration

Journal of mathematical imaging and vision, 2009-02, Vol.33 (2), p.222-238

2009

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Multiparametric Analysis of Cerebral Development in Preterm Infants Using Magnetic Resonance Imaging

Frontiers in neuroscience, 2021-04, Vol.15, p.658002-658002

2021

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Evaluation of an atlas-based automatic segmentation software for the delineation of brain organs at risk in a radiation therapy clinical context

Radiotherapy and oncology, 2008-04, Vol.87 (1), p.93-99

2008

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USPIO-positive MS lesions are associated with greater tissue damage than gadolinium-positive-only lesions during 3-year follow-up

Multiple sclerosis, 2018-12, Vol.24 (14), p.1852-1861

2018

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Predictive value of imaging markers at multiple sclerosis disease onset based on gadolinium- and USPIO-enhanced MRI and machine learning

PloS one, 2014-04, Vol.9 (4), p.e93024

2014

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A Clinically-Compatible Workflow for Computer-Aided Assessment of Brain Disease Activity in Multiple Sclerosis Patients

Frontiers in medicine, 2021-11, Vol.8, p.740248-740248

2021

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Diffusion Features of White Matter in Tuberous Sclerosis With Tractography

Pediatric neurology, 2010-02, Vol.42 (2), p.101-106

2010

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CARMIN: a common web API for remote pipeline execution

Frontiers in neuroscience, 2015-08, Vol.9

2015

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An Iterative Centroid Approach for Diffeomorphic Online Atlasing

IEEE transactions on medical imaging, 2022-09, Vol.41 (9), p.2521-2531

2022

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Atlas-based automatic segmentation of MR images: Validation study on the brainstem in radiotherapy context

International journal of radiation oncology, biology, physics, 2005, Vol.61 (1), p.289-298

2005

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A Log-Euclidean Framework for Statistics on Diffeomorphisms

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2006, 2006, Vol.9 (Pt 1), p.924-931

2006

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Interpolation and Averaging of Diffusion MRI Multi-Compartment Models

IEEE transactions on medical imaging, 2021-03, Vol.40 (3), p.916-927

2021

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Imaging biomarkers in multiple Sclerosis: From image analysis to population imaging

Medical image analysis, 2016-10, Vol.33, p.134-139

2016

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Estimating A Reference Standard Segmentation With Spatially Varying Performance Parameters: Local MAP STAPLE

IEEE transactions on medical imaging, 2012-08, Vol.31 (8), p.1593-1606

2012

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Efficient Selection of the Most Similar Image in a Database for Critical Structures Segmentation

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, 2007, Vol.10 (Pt 2), p.203-210

2007

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A Convolutional Wasserstein Distance for Tractography Evaluation: Complementarity Study to State-of-the-Art Measures

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5

2022

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Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

Scientific reports, 2018-09, Vol.8 (1), p.13650-17, Article 13650

2018

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Block-Matching Distortion Correction of Echo-Planar Images With Opposite Phase Encoding Directions

IEEE transactions on medical imaging, 2017-05, Vol.36 (5), p.1106-1115

2017

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Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data

Editorial: Automatic methods for multiple sclerosis new lesions detection and segmentation

Multiple sclerosis lesions segmentation from multiple experts: The MICCAI 2016 challenge dataset

White matter abnormalities in depression: A categorical and phenotypic diffusion MRI study

Regional brain development analysis through registration using anisotropic similarity, a constrained affine transformation

The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery

Atlas-based delineation of lymph node levels in head and neck computed tomography images

A Fast and Log-Euclidean Polyaffine Framework for Locally Linear Registration

Multiparametric Analysis of Cerebral Development in Preterm Infants Using Magnetic Resonance Imaging

Evaluation of an atlas-based automatic segmentation software for the delineation of brain organs at risk in a radiation therapy clinical context

USPIO-positive MS lesions are associated with greater tissue damage than gadolinium-positive-only lesions during 3-year follow-up

Predictive value of imaging markers at multiple sclerosis disease onset based on gadolinium- and USPIO-enhanced MRI and machine learning

A Clinically-Compatible Workflow for Computer-Aided Assessment of Brain Disease Activity in Multiple Sclerosis Patients

Diffusion Features of White Matter in Tuberous Sclerosis With Tractography

CARMIN: a common web API for remote pipeline execution

An Iterative Centroid Approach for Diffeomorphic Online Atlasing

Atlas-based automatic segmentation of MR images: Validation study on the brainstem in radiotherapy context

A Log-Euclidean Framework for Statistics on Diffeomorphisms

Interpolation and Averaging of Diffusion MRI Multi-Compartment Models

Imaging biomarkers in multiple Sclerosis: From image analysis to population imaging

Estimating A Reference Standard Segmentation With Spatially Varying Performance Parameters: Local MAP STAPLE

Efficient Selection of the Most Similar Image in a Database for Critical Structures Segmentation

A Convolutional Wasserstein Distance for Tractography Evaluation: Complementarity Study to State-of-the-Art Measures

Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

Block-Matching Distortion Correction of Echo-Planar Images With Opposite Phase Encoding Directions

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