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Items: 1 to 20 of 97


A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments.

Sivera R, Delingette H, Lorenzi M, Pennec X, Ayache N; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2019 Sep;198:255-270. doi: 10.1016/j.neuroimage.2019.05.040. Epub 2019 May 20.


Population-based priors in cardiac model personalisation for consistent parameter estimation in heterogeneous databases.

Molléro R, Pennec X, Delingette H, Ayache N, Sermesant M.

Int J Numer Method Biomed Eng. 2019 Feb;35(2):e3158. doi: 10.1002/cnm.3158. Epub 2018 Nov 12.


Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Bernard O, Lalande A, Zotti C, Cervenansky F, Yang X, Heng PA, Cetin I, Lekadir K, Camara O, Gonzalez Ballester MA, Sanroma G, Napel S, Petersen S, Tziritas G, Grinias E, Khened M, Kollerathu VA, Krishnamurthi G, Rohe MM, Pennec X, Sermesant M, Isensee F, Jager P, Maier-Hein KH, Full PM, Wolf I, Engelhardt S, Baumgartner CF, Koch LM, Wolterink JM, Isgum I, Jang Y, Hong Y, Patravali J, Jain S, Humbert O, Jodoin PM.

IEEE Trans Med Imaging. 2018 Nov;37(11):2514-2525. doi: 10.1109/TMI.2018.2837502. Epub 2018 May 17.


Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data.

McLeod K, Tondel K, Calvet L, Sermesant M, Pennec X.

IEEE Trans Biomed Eng. 2018 Dec;65(12):2769-2780. doi: 10.1109/TBME.2018.2816519. Epub 2018 Mar 15.


Low-dimensional representation of cardiac motion using Barycentric Subspaces: A new group-wise paradigm for estimation, analysis, and reconstruction.

Rohé MM, Sermesant M, Pennec X.

Med Image Anal. 2018 Apr;45:1-12. doi: 10.1016/ Epub 2017 Dec 23.


Multifidelity-CMA: a multifidelity approach for efficient personalisation of 3D cardiac electromechanical models.

Molléro R, Pennec X, Delingette H, Garny A, Ayache N, Sermesant M.

Biomech Model Mechanobiol. 2018 Feb;17(1):285-300. doi: 10.1007/s10237-017-0960-0. Epub 2017 Sep 11.


Statistical shape modelling to aid surgical planning: associations between surgical parameters and head shapes following spring-assisted cranioplasty.

Rodriguez-Florez N, Bruse JL, Borghi A, Vercruysse H, Ong J, James G, Pennec X, Dunaway DJ, Jeelani NUO, Schievano S.

Int J Comput Assist Radiol Surg. 2017 Oct;12(10):1739-1749. doi: 10.1007/s11548-017-1614-5. Epub 2017 May 26.


Simulating Longitudinal Brain MRIs with Known Volume Changes and Realistic Variations in Image Intensity.

Khanal B, Ayache N, Pennec X.

Front Neurosci. 2017 Mar 22;11:132. doi: 10.3389/fnins.2017.00132. eCollection 2017.


Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches.

Bruse JL, Zuluaga MA, Khushnood A, McLeod K, Ntsinjana HN, Hsia TY, Sermesant M, Pennec X, Taylor AM, Schievano S.

IEEE Trans Biomed Eng. 2017 Oct;64(10):2373-2383. doi: 10.1109/TBME.2017.2655364. Epub 2017 Feb 16.


Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.

Suinesiaputra A, Ablin P, Alba X, Alessandrini M, Allen J, Bai W, Cimen S, Claes P, Cowan BR, D'hooge J, Duchateau N, Ehrhardt J, Frangi AF, Gooya A, Grau V, Lekadir K, Lu A, Mukhopadhyay A, Oksuz I, Parajali N, Pennec X, Pereanez M, Pinto C, Piras P, Rohe MM, Rueckert D, Saring D, Sermesant M, Siddiqi K, Tabassian M, Teresi L, Tsaftaris SA, Wilms M, Young AA, Zhang X, Medrano-Gracia P.

IEEE J Biomed Health Inform. 2018 Mar;22(2):503-515. doi: 10.1109/JBHI.2017.2652449. Epub 2017 Jan 17.


How successful is successful? Aortic arch shape after successful aortic coarctation repair correlates with left ventricular function.

Bruse JL, Khushnood A, McLeod K, Biglino G, Sermesant M, Pennec X, Taylor AM, Hsia TY, Schievano S; Modeling of Congenital Hearts Alliance Collaborative Group.

J Thorac Cardiovasc Surg. 2017 Feb;153(2):418-427. doi: 10.1016/j.jtcvs.2016.09.018. Epub 2016 Sep 22.


Looks Do Matter! Aortic Arch Shape After Hypoplastic Left Heart Syndrome Palliation Correlates With Cavopulmonary Outcomes.

Bruse JL, Cervi E, McLeod K, Biglino G, Sermesant M, Pennec X, Taylor AM, Schievano S, Hsia TY; Modeling of Congenital Hearts Alliance (MOCHA) Collaborative Group.

Ann Thorac Surg. 2017 Feb;103(2):645-654. doi: 10.1016/j.athoracsur.2016.06.041. Epub 2016 Sep 1.


Longitudinal Analysis of Image Time Series with Diffeomorphic Deformations: A Computational Framework Based on Stationary Velocity Fields.

Hadj-Hamou M, Lorenzi M, Ayache N, Pennec X.

Front Neurosci. 2016 Jun 3;10:236. doi: 10.3389/fnins.2016.00236. eCollection 2016.


A statistical shape modelling framework to extract 3D shape biomarkers from medical imaging data: assessing arch morphology of repaired coarctation of the aorta.

Bruse JL, McLeod K, Biglino G, Ntsinjana HN, Capelli C, Hsia TY, Sermesant M, Pennec X, Taylor AM, Schievano S; Modeling of Congenital Hearts Alliance (MOCHA) Collaborative Group.

BMC Med Imaging. 2016 May 31;16(1):40. doi: 10.1186/s12880-016-0142-z.


A biophysical model of brain deformation to simulate and analyze longitudinal MRIs of patients with Alzheimer's disease.

Khanal B, Lorenzi M, Ayache N, Pennec X.

Neuroimage. 2016 Jul 1;134:35-52. doi: 10.1016/j.neuroimage.2016.03.061. Epub 2016 Apr 1.


Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge.

Cash DM, Frost C, Iheme LO, Ünay D, Kandemir M, Fripp J, Salvado O, Bourgeat P, Reuter M, Fischl B, Lorenzi M, Frisoni GB, Pennec X, Pierson RK, Gunter JL, Senjem ML, Jack CR Jr, Guizard N, Fonov VS, Collins DL, Modat M, Cardoso MJ, Leung KK, Wang H, Das SR, Yushkevich PA, Malone IB, Fox NC, Schott JM, Ourselin S.

Neuroimage. 2015 Dec;123:149-64. doi: 10.1016/j.neuroimage.2015.07.087. Epub 2015 Aug 11.


Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease.

Lorenzi M, Ayache N, Pennec X; Alzheimer's Disease Neuroimaging Initiative (ADNI).

Neuroimage. 2015 Jul 15;115:224-34. doi: 10.1016/j.neuroimage.2015.04.051. Epub 2015 May 8.


Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics.

McLeod K, Sermesant M, Beerbaum P, Pennec X.

IEEE Trans Med Imaging. 2015 Jul;34(7):1562-1575. doi: 10.1109/TMI.2015.2405579. Epub 2015 Feb 19.


A biophysical model of shape changes due to atrophy in the brain with Alzheimer's disease.

Khanal B, Lorenzi M, Ayache N, Pennec X.

Med Image Comput Comput Assist Interv. 2014;17(Pt 2):41-8.


Disentangling normal aging from Alzheimer's disease in structural magnetic resonance images.

Lorenzi M, Pennec X, Frisoni GB, Ayache N; Alzheimer's Disease Neuroimaging Initiative.

Neurobiol Aging. 2015 Jan;36 Suppl 1:S42-52. doi: 10.1016/j.neurobiolaging.2014.07.046. Epub 2014 Sep 6.


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