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Stanley Durrleman

193
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Publications

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Forecasting individual progression trajectories in Alzheimer’s disease

Etienne Maheux , Igor Koval , Juliette Ortholand , Colin Birkenbihl , Damiano Archetti
Nature Communications, 2023, 14 (1), pp.761. ⟨10.1038/s41467-022-35712-5⟩
Journal articles hal-04023781v1
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Interaction of sex and onset site on the disease trajectory of amyotrophic lateral sclerosis

Juliette Ortholand , Pierre-François Pradat , Sophie Tezenas Du Montcel , Stanley Durrleman​
Journal of Neurology, 2023, ⟨10.1007/s00415-023-11932-7⟩
Journal articles hal-04216957v1
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Forecasting individual progression trajectories in Huntington disease enables more powered clinical trials

Igor Koval , Thomas Dighiero-Brecht , Allan J Tobin , Sarah J Tabrizi , Rachael I Scahill
Scientific Reports, 2022, 12 (1), pp.18928. ⟨10.1038/s41598-022-18848-8⟩
Journal articles hal-03877293v1
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Comparison of Clinical Profiles and Mortality Outcomes Between Influenza and COVID-19 Patients Invasively Ventilated in the ICU: A Retrospective Study From All Paris Public Hospitals From 2016 to 2021

Clemence Marois , Thomas Nedelec , Juliette Pelle , Antoine Rozes , Stanley Durrleman​
Critical Care Explorations, 2022, 4 (7), pp.e0737. ⟨10.1097/cce.0000000000000737⟩
Journal articles hal-03819244v1
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Identifying health conditions associated with Alzheimer's disease up to 15 years before diagnosis: an agnostic study of French and British health records

Thomas Nedelec , Baptiste Couvy-Duchesne , Fleur Monnet , Timothy Daly , Manon Ansart
The Lancet Digital Health, 2022, ⟨10.1016/S2589-7500(21)00275-2⟩
Journal articles hal-03628268v1
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Deterministic Approximate EM Algorithm; Application to the Riemann Approximation EM and the Tempered EM

Thomas Lartigue , Stanley Durrleman , Stéphanie Allassonnière
Algorithms, 2022, Stochastic Algorithms and Their Applications, 15 (3), pp.78. ⟨10.3390/a15030078⟩
Journal articles hal-02513593v4
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Asymptotic Analysis of a Matrix Latent Decomposition Model

Clément Mantoux , Stanley Durrleman​ , Stéphanie Allassonnière
ESAIM: Probability and Statistics, 2022, 26, pp.208-242. ⟨10.1051/ps/2022004⟩
Journal articles hal-03674722v1
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Mixture of Conditional Gaussian Graphical Models for unlabelled heterogeneous populations in the presence of co-factors

Thomas Lartigue , Stanley Durrleman , Stéphanie Allassonnière
SN Computer Science, 2021, 2 (466), ⟨10.1007/s42979-021-00865-5⟩
Journal articles hal-02874192v5
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A Diffeomorphic Vector Field Approach to Analyze the Thickness of the Hippocampus from 7T MRI

Alexis Guyot , Ana B Graciano Fouquier , Emilie Gerardin , Marie Chupin , Joan Glaunès
IEEE Transactions on Biomedical Engineering, 2021, 68 (2), pp.393-403. ⟨10.1109/TBME.2020.2999941⟩
Journal articles hal-02359660v2
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AD Course Map charts Alzheimer’s disease progression

Igor Koval , Alexandre Bône , Maxime Louis , Thomas Lartigue , Simona Bottani
Scientific Reports, 2021, 11 (1), ⟨10.1038/s41598-021-87434-1⟩
Journal articles hal-01964821v3
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Predicting the Progression of Mild Cognitive Impairment Using Machine Learning: A Systematic, Quantitative and Critical Review

Manon Ansart , Stéphane Epelbaum , Giulia Bassignana , Alexandre Bône , Simona Bottani
Medical Image Analysis, 2021, 67, pp.101848. ⟨10.1016/j.media.2020.101848⟩
Journal articles hal-02337815v2
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Clinica: an open source software platform for reproducible clinical neuroscience studies

Alexandre Routier , Ninon Burgos , Mauricio Diaz , Michael Bacci , Simona Bottani
Frontiers in Neuroinformatics, 2021, 15, pp.689675. ⟨10.3389/fninf.2021.689675⟩
Journal articles hal-02308126v4
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A machine learning approach to screen for preclinical Alzheimer's disease

Sinead Gaubert , Marion Houot , Federico Raimondo , Manon Ansart , Marie-Constance Corsi
Neurobiology of Aging, 2021, 105, pp.205-216. ⟨10.1016/j.neurobiolaging.2021.04.024⟩
Journal articles hal-03261206v1
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Anomaly detection for the individual analysis of brain PET images

Ninon Burgos , Jorge M. Cardoso , Jorge Samper-González , Marie-Odile Habert , Stanley Durrleman​
Journal of Medical Imaging, 2021, 8 (02), pp.024003. ⟨10.1117/1.JMI.8.2.024003⟩
Journal articles hal-03193306v1
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Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimer's disease

Junhao Wen , Jorge Samper-González , Simona Bottani , Alexandre Routier , Ninon Burgos
Neuroinformatics, 2021, 19 (1), pp.57-78. ⟨10.1007/s12021-020-09469-5⟩
Journal articles hal-02566361v2
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Gaussian Graphical Model exploration and selection in high dimension low sample size setting

Thomas Lartigue , Simona Bottani , Stephanie Baron , Olivier Colliot , Stanley Durrleman
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 43 (9), pp.3196-3213. ⟨10.1109/TPAMI.2020.2980542⟩
Journal articles hal-02504034v1
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Changes in the use of psychotropic drugs during the course of Alzheimer's disease: A large‐scale longitudinal study of French medical records

Manon Ansart , Stéphane Epelbaum , Marion Houot , Thomas Nedelec , Béranger Lekens
Alzheimer's & Dementia: Translational Research & Clinical Interventions, 2021, 7 (1), pp.e12210. ⟨10.1002/trc2.12210⟩
Journal articles hal-03351244v1
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Understanding the Variability in Graph Data Sets through Statistical Modeling on the Stiefel Manifold

Clément Mantoux , Baptiste Couvy-Duchesne , Federica Cacciamani , Stéphane Epelbaum , Stanley Durrleman​
Entropy, 2021, 23 (4), pp.490. ⟨10.3390/e23040490⟩
Journal articles hal-03215733v1
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Ensemble Learning of Convolutional Neural Network, Support Vector Machine, and Best Linear Unbiased Predictor for Brain Age Prediction: ARAMIS Contribution to the Predictive Analytics Competition 2019 Challenge

Baptiste Couvy-Duchesne , Johann Faouzi , Benoît Martin , Elina Thibeau-Sutre , Adam Wild
Frontiers in Psychiatry, 2020, 11, ⟨10.3389/fpsyt.2020.593336⟩
Journal articles hal-03136463v1
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Predicting PET-derived Myelin Content from Multisequence MRI for Individual Longitudinal Analysis in Multiple Sclerosis

Wen Wei , Emilie Poirion , Benedetta Bodini , Matteo Tonietto , Stanley Durrleman
NeuroImage, 2020, 223C (117308), ⟨10.1016/j.neuroimage.2020.117308⟩
Journal articles hal-02922534v1
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Learning the clustering of longitudinal shape data sets into a mixture of independent or branching trajectories

Vianney Debavelaere , Stanley Durrleman , Stéphanie Allassonnière
International Journal of Computer Vision, 2020, ⟨10.1007/s11263-020-01337-8⟩
Journal articles hal-02283747v2
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Are endocasts reliable proxies for brains? A 3D quantitative comparison of the extant human brain and endocast

Jean Dumoncel , Gérard Subsol , Stanley Durrleman , Anne Bertrand , Edwin de Jager
Journal of Anatomy, 2020, 00, pp.1 - 9. ⟨10.1111/joa.13318⟩
Journal articles hal-02964453v1
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Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation

Junhao Wen , Elina Thibeau-Sutre , Mauricio Diaz-Melo , Jorge Samper-González , Alexandre Routier
Medical Image Analysis, 2020, 63, pp.101694. ⟨10.1016/j.media.2020.101694⟩
Journal articles hal-02562504v2
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Learning the spatiotemporal variability in longitudinal shape data sets

Alexandre Bône , Olivier Colliot , Stanley Durrleman
International Journal of Computer Vision, 2020, 128, pp.2873-2896. ⟨10.1007/s11263-020-01343-w⟩
Journal articles hal-02091549v5
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Spatiotemporal analysis for detection of pre-symptomatic shape changes in neurodegenerative diseases: Initial application to the GENFI cohort

Claire Cury , Stanley Durrleman , David Cash , Marco Lorenzi , Jennifer M Nicholas
NeuroImage, 2019, 188, pp.282-290. ⟨10.1016/j.neuroimage.2018.11.063⟩
Journal articles inserm-01958916v1
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Neurite density is reduced in the presymptomatic phase of C9orf72 disease

Junhao Wen , Hui Zhang , Daniel C Alexander , Stanley Durrleman , Alexandre Routier
Journal of Neurology, Neurosurgery and Psychiatry, 2019, J Neurol Neurosurg Psychiatry, 90 (4), pp.387-94. ⟨10.1136/jnnp-2018-318994⟩
Journal articles hal-01907482v1
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Fluid-attenuated inversion recovery MRI synthesis from multisequence MRI using three-dimensional fully convolutional networks for multiple sclerosis

Wen Wei , Emilie Poirion , Benedetta Bodini , Stanley Durrleman , Olivier Colliot
Journal of Medical Imaging, 2019, 6 (01), ⟨10.1117/1.JMI.6.1.014005⟩
Journal articles hal-02042526v2
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Predicting PET-derived Demyelination from Multimodal MRI using Sketcher-Refiner Adversarial Training for Multiple Sclerosis

Wen Wei , Emilie Poirion , Benedetta Bodini , Stanley Durrleman , Nicholas Ayache
Medical Image Analysis, 2019, 58 (101546), ⟨10.1016/j.media.2019.101546⟩
Journal articles hal-02276634v1
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Tribute to Anne Bertrand (1978–2018): Neuroradiologist, scientist, teacher and friend

Didier Dormont , Noam Ben-Eliezer , Ninon Burgos , Olivier Colliot , Fabrizio de Vico Fallani
Journal de Neuroradiologie / Journal of Neuroradiology, 2019, 46 (2), pp.155-159. ⟨10.1016/j.neurad.2019.01.001⟩
Journal articles hal-02265305v1
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Reduction of recruitment costs in preclinical AD trials. Validation of automatic pre-screening algorithm for brain amyloidosis

Manon Ansart , Stéphane Epelbaum , Geoffroy Gagliardi , Olivier Colliot , Didier Dormont
Statistical Methods in Medical Research, 2019, pp.096228021882303. ⟨10.1177/0962280218823036⟩
Journal articles hal-01964942v2
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Spatiotemporal Propagation of the Cortical Atrophy: Population and Individual Patterns

Igor Koval , Jean-Baptiste Schiratti , Alexandre M Routier , Michael Bacci , Olivier Colliot
Frontiers in Neurology, 2018, 9, pp.235. ⟨10.3389/fneur.2018.00235⟩
Journal articles hal-01910400v1
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An Automated Pipeline for the Analysis of PET Data on the Cortical Surface

Arnaud Marcoux , Ninon Burgos , Anne Bertrand , Marc Teichmann , Alexandre Routier
Frontiers in Neuroinformatics, 2018, 12, ⟨10.3389/fninf.2018.00094⟩
Journal articles hal-01950933v1
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A Fanning Scheme for the Parallel Transport Along Geodesics on Riemannian Manifolds

Maxime Louis , Benjamin Charlier , Paul Jusselin , Susovan Pal , Stanley Durrleman
SIAM Journal on Numerical Analysis, 2018, 56 (4), pp.2563-2584. ⟨10.1137/17M1130617⟩
Journal articles hal-01560787v2
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A sub-Riemannian modular framework for diffeomorphism based analysis of shape ensembles

Barbara Gris , Stanley Durrleman , Alain Trouvé
SIAM Journal on Imaging Sciences, 2018, 11, pp.802-833. ⟨10.1137/16M1076733⟩
Journal articles hal-01321142v2
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Revolution of Alzheimer Precision Neurology. Passageway of Systems Biology and Neurophysiology

Harald Hampel , Nicola Toschi , Claudio Babiloni , Filippo Baldacci , Keith L Black
Journal of Alzheimer's Disease, 2018, 64 (s1), pp.S47 - S105. ⟨10.3233/jad-179932⟩
Journal articles hal-01910402v1

The endocranial shape of Australopithecus africanus : surface analysis of the endocasts of Sts 5 and Sts 60

Amélie Beaudet , Jean Dumoncel , Frikkie de Beer , Stanley Durrleman , Emmanuel Gilissen
Journal of Anatomy, 2018, 232 (2), pp.296-303. ⟨10.1111/joa.12745⟩
Journal articles lirmm-01636811v1
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Double diffeomorphism: combining morphometry and structural connectivity analysis

Pietro Gori , Olivier Colliot , Linda Marrakchi Kacem , Yulia Worbe , Alexandre Routier
IEEE Transactions on Medical Imaging, 2018, 37 (9), pp.2033-2043. ⟨10.1109/TMI.2018.2813062⟩
Journal articles hal-01709847v2
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Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data

Jorge Samper-González , Ninon Burgos , Simona Bottani , Sabrina Fontanella , Pascal Lu
NeuroImage, 2018, 183, pp.504-521. ⟨10.1016/j.neuroimage.2018.08.042⟩
Journal articles hal-01858384v1
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Early cognitive, structural and microstructural changes in c9orf72 presymptomatic carriers before 40 years of age

Anne Bertrand , Junhao Wen , Daisy Rinaldi , Marion Houot , Sabrina Sayah
JAMA neurology, 2018, 75 (2), pp.236-245. ⟨10.1001/jamaneurol.2017.4266⟩
Journal articles hal-01654000v1
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A Bayesian Framework for Joint Morphometry of Surface and Curve meshes in Multi-Object Complexes

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Cyril Poupon
Medical Image Analysis, 2017, 35, pp.458-474. ⟨10.1016/j.media.2016.08.011⟩
Journal articles hal-01359423v1
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Geodesic shape regression with multiple geometries and sparse parameters

James Fishbaugh , Stanley Durrleman , Marcel Prastawa , Guido Gerig
Medical Image Analysis, 2017, 39, pp.1-17
Journal articles hal-01566280v1
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A Precision Medicine Initiative for Alzheimer's disease: the road ahead to biomarker-guided integrative disease modeling.

Harald Hampel , Sid O’bryant , Stanley Durrleman , Erfan Younesi , Katrine Rojkova
Climacteric, 2017, 20 (2), pp.107-118
Journal articles hal-01566281v1
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Amyloidosis and neurodegeneration result in distinct structural connectivity patterns in mild cognitive impairment

Thomas Jacquemont , Fabrizio de Vico Fallani , Anne Bertrand , Stéphane Epelbaum , Alexandre Routier
Neurobiology of Aging, 2017, ⟨10.1016/j.neurobiolaging.2017.03.023⟩
Journal articles hal-01518785v1
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A Bayesian mixed-effects model to learn trajectories of changes from repeated manifold-valued observations

Jean-Baptiste Schiratti , Stéphanie Allassonniere , Olivier Colliot , Stanley Durrleman
Journal of Machine Learning Research, 2017, 18, pp.1-33
Journal articles hal-01540367v3
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Parsimonious Approximation of Streamline Trajectories in White Matter Fiber Bundles

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Fabrizio de Vico Fallani
IEEE Transactions on Medical Imaging, 2016, PP (99), ⟨10.1109/TMI.2016.2591080⟩
Journal articles hal-01346067v1
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Morphoarchitectural variation in South African fossil cercopithecoid endocasts

Amélie Beaudet , Jean Dumoncel , Frikkie de Beer , Benjamin Duployer , Stanley Durrleman
Journal of Human Evolution, 2016, 101, pp.65-78. ⟨10.1016/j.jhevol.2016.09.003⟩
Journal articles hal-01440065v1
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Lateral Temporal Lobe: An Early Imaging Marker of the Presymptomatic GRN Disease?

Paola Caroppo , Marie-Odile Habert , Stanley Durrleman , Aurélie Funkiewiez , Vincent Perlbarg
Journal of Alzheimer's Disease, 2015, 47 (3), pp.751-9. ⟨10.3233/JAD-150270⟩
Journal articles hal-01220380v1
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Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge.

Esther E Bron , Marion Smits , Wiesje M van Der Flier , Hugo Vrenken , Frederik Barkhof
NeuroImage, 2015, 111, pp.562-79. ⟨10.1016/j.neuroimage.2015.01.048⟩
Journal articles hal-01220123v1
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Morphometry of anatomical shape complexes with dense deformations and sparse parameters

Stanley Durrleman , Marcel Prastawa , Nicolas Charon , Julie R Korenberg , S. Joshi
Journal articles hal-01015771v1
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Spatiotemporal Dynamic Simulation of Acute Perfusion/Diffusion Ischemic Stroke Lesions Evolution: A Pilot Study Derived from Longitudinal MR Patient Data

Islem Rekik , Stéphanie Allassonnière , Stanley Durrleman , Trevor Carpenter , Joanna M Wardlaw
Computational and Mathematical Methods in Medicine, 2013, ⟨10.1155/2013/283593⟩
Journal articles hal-00935051v1
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Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data

Stanley Durrleman , Xavier Pennec , Alain Trouvé , José Braga , Guido Gerig
International Journal of Computer Vision, 2013, 103 (1), pp.22-59. ⟨10.1007/s11263-012-0592-x⟩
Journal articles hal-00813825v1
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Sparse Adaptive Parameterization of Variability in Image Ensembles

Stanley Durrleman , Stéphanie Allassonnière , S. Joshi
International Journal of Computer Vision, 2013, 101 (1), pp.161-183. ⟨10.1007/s11263-012-0556-1⟩
Journal articles hal-00817565v1

Comparison of the endocranial ontogenies between chimpanzees and bonobos via temporal regression and spatiotemporal registration.

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache , José Braga
Journal of Human Evolution, 2012, 62 (1), pp.74-88. ⟨10.1016/j.jhevol.2011.10.004⟩
Journal articles hal-00816048v1

Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents.

Stanley Durrleman , Pierre Fillard , Xavier Pennec , Alain Trouvé , Nicholas Ayache
NeuroImage, 2011, 55 (3), pp.1073-90. ⟨10.1016/j.neuroimage.2010.11.056⟩
Journal articles hal-00816044v1

A Statistical Model for Quantification and Prediction of Cardiac Remodelling: Application to Tetralogy of Fallot

Tommaso Mansi , Ingmar Voigt , Benedetta Leonardi , Xavier Pennec , Stanley Durrleman
IEEE Transactions on Medical Imaging, 2011, 30 (9), pp.1605 - 1616. ⟨10.1109/TMI.2011.2135375⟩
Journal articles inria-00616185v1

Statistical models of sets of curves and surfaces based on currents.

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache
Medical Image Analysis, 2009, 13 (5), pp.793-808. ⟨10.1016/j.media.2009.07.007⟩
Journal articles hal-00816051v1

Inferring brain variability from diffeomorphic deformations of currents: an integrative approach.

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Paul Thompson , Nicholas Ayache
Medical Image Analysis, 2008, 12 (5), pp.626-37. ⟨10.1016/j.media.2008.06.010⟩
Journal articles hal-00816052v1
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Longitudinal Modelling for Single Nucleotide Polymorphism Associations with Alzheimer’s Disease

Nemo Fournier , Stanley Durrleman
AAIC 2023 — Alzheimer's Association International Conference, Jul 2023, Amsterdam, Netherlands
Conference papers hal-04169631v1
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Impact of sex and APOE-ε4 genotype on regional brain metabolism in Alzheimer's Disease

Benoît Sauty , Stanley Durrleman​
ISBI 2023 - IEEE 20th International Symposium on Biomedical Imaging, Apr 2023, Cartagena (Colombia), Colombia
Conference papers hal-03951468v1
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Riemannian metric learning for progression modeling of longitudinal datasets

Benoît Sauty , Stanley Durrleman​
ISBI 2022 - International Symposium on Biomedical Imaging, Mar 2022, Kolkata, India
Conference papers hal-03549061v1
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Advances in the Clinica software platform for clinical neuroimaging studies

Omar El Rifai , Mauricio Diaz Melo , Ravi Hassanaly , Matthieu Joulot , Alexandre M Routier
OHBM 2022 - Annual meeting of the Organization for Human Brain Mapping, Jun 2022, Glasgow, United Kingdom
Conference papers hal-03728243v1
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Progression models for imaging data with Longitudinal Variational Auto Encoders

Benoît Sauty , Stanley Durrleman​
MICCAI 2022, International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore
Conference papers hal-03701632v1
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Longitudinal Variational Autoencoders learn a Riemannian progression model for imaging data

Benoît Sauty , Stanley Durrleman​
GeoMedIA Workshop 2022 - Geometric Deep Learning in Medical Image Analysis, Nov 2022, Amsterdam, Netherlands
Conference papers hal-03800499v1
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Tau Protein Discrete Aggregates in Alzheimer's Disease: Neuritic Plaques and Tangles Detection and Segmentation using Computational Histopathology

Kristyna Maňoušková , Valentin Abadie , Mehdi Ounissi , Gabriel Jimenez , Lev Stimmer
SPIE Medical Imaging 2022, Feb 2022, San Diego, United States
Conference papers hal-03522378v2
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Longitudinal self-supervision to disentangle inter-patient variability from disease progression

Raphaël Couronné , Paul Vernhet , Stanley Durrleman​
MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2021, Strasbourg, France
Conference papers hal-03491692v1
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Clinica: an open-source software platform for reproducible clinical neuroscience studies

Omar El-Rifai , Mauricio Diaz Melo , Ravi Hassanaly , Matthieu Joulot , Alexandre M Routier
MRI Together 2021 - A global workshop on Open Science and Reproducible MR Research, Dec 2021, Online, France
Conference papers hal-03513920v1

Forecast Alzheimer's disease progression to better select patients for clinical trials

Etienne Maheux , Juliette Ortholand , Colin Birkenbihl , Elina Thibeau-Sutre , Meemansa Sood
ISCB 2021: 42nd Conference of the International Society for Clinical Biostatistics, Jul 2021, Online, France
Conference papers hal-03483237v1
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Learning Riemannian metric for disease progression modeling

Samuel Gruffaz , Pierre-Emmanuel Poulet , Etienne Maheux , Bruno Jedynak , Stanley Durrleman​
NeurIPS 2021 - Thirty-fifth Conference on Neural Information Processing Systems, Dec 2021, Virtual event, France
Conference papers hal-03485975v1
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Timing and order of pathological events in Alzheimer's disease: focus on the trajectory of the awareness of cognitive decline

Federica Cacciamani , Arnaud Valladier , Etienne Maheux , Igor Koval , Stanley Durrleman​
AD/PD 2021 - 15thInternational Conference on Alzheimer’s and Parkinson’s Diseases and related neurological disorders, Mar 2021, Barcelone / Virtual, Spain
Conference papers hal-03030182v1
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Forecast Parkinson Disease Progression to Better Select Patients into Trials

Juliette Ortholand , Etienne Maheux , Igor Koval , Arnaud Valladier , Stanley Durrleman​
AD/PD 2021 - 15th​ International Conference on Alzheimer’s and Parkinson’s Diseases and related neurological disorders, Mar 2021, Online, France
Conference papers hal-03145333v1
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Mixture modeling for identifying subtypes in disease course mapping

Pierre-Emmanuel Poulet , Stanley Durrleman​
Information Processing in Medical Imaging, 27th International Conference, Jun 2021, Virtual event, France. ⟨10.1007/978-3-030-78191-0_44⟩
Conference papers hal-03276811v2
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Learning joint shape and appearance representations with metamorphic auto-encoders

Alexandre Bône , Paul Vernhet , Olivier Colliot , Stanley Durrleman​
MICCAI 2020 - 23rd International Conference on Image Computing and Computer Assisted Interventions, Oct 2020, Lima / Virtual, Peru
Conference papers hal-03136537v1
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Awareness of cognitive decline through the continuum of Alzheimer’s disease and its association to APOE-ε4 and amyloid load

Federica Cacciamani , Arnaud Valladier , Etienne Maheux , Igor Koval , Stanley Durrleman​
AAIC 2020, Jul 2020, Amsterdam, Netherlands
Conference papers halshs-03030179v1
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New longitudinal and deep learning pipelines in the Clinica software platform

Alexandre Routier , Arnaud Marcoux , Mauricio Diaz Melo , Jorge Samper-González , Adam Wild
OHBM 2020 - Annual meeting of the Organization for Human Brain Mapping, Jun 2020, Montreal / Virtual, Canada
Conference papers hal-02549242v1
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Prediction of biomarkers' trajectory in Huntington's disease: application to precise clinical trial design

Igor Koval , Thomas Dighiero , Rachael I Scahill , Alexandra Durr , Stanley Durrleman​
CompAge 2020 - Computational approaches for ageing and age-related diseases, Sep 2020, Paris, France
Conference papers hal-03137994v1
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Longitudinal comparison of subjects with and without Sleep Disorders in Parkinson's Disease

Raphäel Couronné , Arnaud Valladier , Marie Vidailhet , Jean Christophe C Corvol , Stephane Lehericy
VPH 2020 - Virtual Physiological Human, Aug 2020, Paris / Virtual, France
Conference papers hal-02945917v2
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Towards cross-cohort estimation of cognitive decline in neurodegenerative diseases

Etienne Maheux , Igor Koval , Damiano Archetti , Alberto Redolfi , Stanley Durrleman​
VPH 2020 - Virtual Physiological Human, Aug 2020, Paris / Virtual, France
Conference papers hal-03137870v1
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Hierarchical modeling of Alzheimer's disease progression from a large longitudinal MRI data set

Alexandre Bône , Benoît Martin , Maxime Louis , Olivier Colliot , Stanley Durrleman
VPH 2020 - Virtual Physiological Human 2020, Aug 2020, Paris / Virtual, France
Conference papers hal-02979176v1
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Forecast of the MMSE score up to 6 years ahead, with cross-cohort replications

Etienne Maheux , Igor Koval , Damiano Archetti , Alberto Redolfi , Stanley Durrleman​
CompAge 2020 - Computational approaches for ageing and age-related diseases, Sep 2020, Paris / Virtual, France
Conference papers hal-03137878v1

Motor abnormalities progression in prodromal PD

Raphäel Couronné , Marie Vidailhet , Graziella Mangone , Stéphane Lehéricy , Stanley Durrleman
AD/PD 2019 - 14th International Conference on Alzheimer's and Parkinson's Diseases and related neurological disorders, Mar 2019, Lisbon, Portugal
Conference papers hal-02276297v1
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How serious is data leakage in deep learning studies on Alzheimer's disease classification?

Junhao Wen​ , Elina Thibeau--Sutre​ , Jorge Samper-González​ , Alexandre M Routier , Simona Bottani​
2019 OHBM Annual meeting - Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Conference papers hal-02105133v2
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Hierarchical modeling of Alzheimer's disease progression from a large longitudinal MRI data set

Alexandre Bône , Benoît Martin , Maxime Louis , Olivier Colliot , Stanley Durrleman
OHBM 2019 - 25th Annual Meeting of the Organization for Human Brain Mapping, Jun 2019, Roma, Italy
Conference papers hal-02090275v1

Riemannian Geometry Learning for Disease Progression Modelling

Maxime Louis , Raphäel Couronné , Igor Koval , Benjamin Charlier , Stanley Durrleman
Information Processing in Medical Imaging - IPMI 2019, Jun 2019, Hong-Kong, China. pp.542-553, ⟨10.1007/978-3-030-20351-1_42⟩
Conference papers hal-02429839v1
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Clustering of longitudinal shape data sets using mixture of separate or branching trajectories

Vianney Debavelaere , Alexandre Bône , Stanley Durrleman , Stéphanie Allassonnière
Medical Image Computing and Computer Assisted Intervention -- MICCAI, Oct 2019, Shenzhen, China. pp.66-74
Conference papers hal-02103355v1
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Deciphering the progression of PET alterations using surface-based spatiotemporal modeling

Igor Koval , Arnaud Marcoux , Ninon Burgos , Stéphanie Allassonnière , Olivier Colliot
OHBM 2019 - Annual meeting of the Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Conference papers hal-02134909v1
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Beware of feature selection bias! Example on Alzheimer's disease classification from diffusion MRI

Junhao Wen​ , Jorge Samper-González​ , Alexandre M Routier , Simona Bottani​ , Stanley Durrleman​
2019 OHBM Annual Meeting - Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Conference papers hal-02105134v2
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Learning low-dimensional representations of shape data sets with diffeomorphic autoencoders

Alexandre Bône , Maxime Louis , Olivier Colliot , Stanley Durrleman
IPMI 2019 : Information Processing in Medical Imaging, Jun 2019, Hong-Kong, China
Conference papers hal-01963736v2
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Learning disease progression models with longitudinal data and missing values

Raphäel Couronné , Marie Vidailhet , Jean-Christophe Corvol , Stéphane Lehéricy , Stanley Durrleman
ISBI 2019 - International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy
Conference papers hal-02091571v2
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Auto-encoding meshes of any topology with the current-splatting and exponentiation layers

Alexandre Bône , Olivier Colliot , Stanley Durrleman
Geometry Meets Deep Learning @ ICCV 2019, Oct 2019, Séoul, South Korea
Conference papers hal-02087586v2
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New advances in the Clinica software platform for clinical neuroimaging studies

Alexandre Routier , Arnaud Marcoux , Mauricio Diaz Melo , Jérémy Guillon , Jorge Samper-González
OHBM 2019 - Annual Meeting on Organization for Human Brain Mapping, Jun 2019, Roma, Italy. ⟨10.1016/j.neuroimage.2011.09.015⟩
Conference papers hal-02132147v2
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Prediction of future cognitive scores and dementia onset in Mild Cognitive Impairment patients

Manon Ansart , Ninon Burgos , Olivier Colliot , Didier Dormont , Stanley Durrleman
OHBM 2019 - Organization for Human Brain Mapping Conference, Jun 2019, Rome, Italy
Conference papers hal-02098427v2
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Comparison of DTI Features for the Classification of Alzheimer's Disease: A Reproducible Study

Junhao Wen , Jorge Samper-Gonzalez , Simona Bottani , Alexandre Routier , Ninon Burgos
OHBM 2018 - Organization for Human Brain Mapping Annual Meeting, Jun 2018, Singapour, Singapore
Conference papers hal-01758206v3
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Design of a decision support system for predicting the progression of Alzheimer’s disease

Manon Ansart , Igor Koval , Anne Bertrand , Didier Dormont , Stanley Durrleman
Alzheimer's Association International Conference, Jul 2018, Chicago, United States. pp.P433, ⟨10.1016/j.jalz.2018.06.371⟩
Conference papers hal-01988912v1
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Clinica: an open source software platform for reproducible clinical neuroscience studies

Alexandre Routier , Jérémy Guillon , Ninon Burgos , Jorge Samper-Gonzalez , Junhao Wen
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapore, Singapore
Conference papers hal-01760658v1
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Reproducible evaluation of Alzheimer's Disease classification from MRI and PET data

Jorge Samper-Gonzalez , Simona Bottani , Ninon Burgos , Sabrina Fontanella , Pascal Lu
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapour, Singapore
Conference papers hal-01761666v1
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Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms

Alexandre Bône , Olivier Colliot , Stanley Durrleman
CVPR 2018 - Computer Vision and Pattern Recognition 2018, Jun 2018, Salt Lake City, United States
Conference papers hal-01744538v3

A new approach to quantify enamel thickness distribution and the enamel-dentine junction topography in primate teeth

Clément Zanolli , Margot Cantaloube , Jean Dumoncel , Laura Martin-Frances , Priscilla Bayle
10ème Symposium de Morphométrie et Évolution des Formes (SMEF 2018), Laboratoire PACEA (UMR 5199), LabEx des Sciences Archéologiques de Bordeaux (France), Jun 2018, Bordeaux, France
Conference papers hal-03154905v1
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Using diffusion MRI for classification and prediction of Alzheimer's Disease: a reproducible study

Junhao Wen , Jorge Samper-Gonzalez , Simona Bottani , Alexandre Routier , Ninon Burgos
AAIC 2018 - Alzheimer's Association International Conference, Jul 2018, Chicago, United States
Conference papers hal-01758167v2
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Deformetrica 4: an open-source software for statistical shape analysis

Alexandre Bône , Maxime Louis , Benoît Martin , Stanley Durrleman
ShapeMI @ MICCAI 2018 - Workshop on Shape in Medical Imaging, Sep 2018, Granada, Spain
Conference papers hal-01874752v3
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NODDI Highlights Promising New Markers In Presymptomatic C9orf72 Carriers

Junhao Wen , Hui Zhang , Daniel Alexander , Stanley Durrleman , Alexandre Routier
OHBM 2018 - Organization for Human Brain Mapping Annual Meeting, Jun 2018, Singapour, Singapore
Conference papers hal-01758137v1
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Learning Myelin Content in Multiple Sclerosis from Multimodal MRI through Adversarial Training

Wen Wei , Emilie Poirion , Benedetta Bodini , Stanley Durrleman , Nicholas Ayache
MICCAI 2018 – 21st International Conference On Medical Image Computing & Computer Assisted Intervention, Sep 2018, Granada, Spain. ⟨10.1007/978-3-030-00931-1_59⟩
Conference papers hal-01810822v1
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A pipeline for the analysis of 18F-FDG PET data on the cortical surface and its evaluation on ADNI

Arnaud Marcoux , Ninon Burgos , Anne Bertrand , Alexandre Routier , Junhao Wen
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapour, Singapore
Conference papers hal-01757646v1
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FLAIR MR Image Synthesis By Using 3D Fully Convolutional Networks for Multiple Sclerosis

Wen Wei , Emilie Poirion , Benedetta Bodini , Stanley Durrleman , Olivier Colliot
ISMRM-ESMRMB 2018 - Joint Annual Meeting, Jun 2018, Paris, France. pp.1-6
Conference papers hal-01723070v1
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Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer's Disease

Jorge Samper-Gonzalez , Ninon Burgos , Sabrina Fontanella , Hugo Bertin , Marie-Odile Habert
Machine Learning in Medical Imaging 2017, Sep 2017, Quebec City, Canada. pp.8
Conference papers hal-01578479v1
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Early Diagnosis of Alzheimer’s Disease Using Subject-Specific Models of FDG-PET Data

Ninon Burgos , Jorge Samper-González , Jorge M. Cardoso , Stanley Durrleman , Sébastien Ourselin
AAIC 2017 - Alzheimer's Association International Conference, Jul 2017, London, United Kingdom. pp.1-2, ⟨10.1016/j.jalz.2017.06.1618⟩
Conference papers hal-01621383v1
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Prediction of amyloidosis from neuropsychological and MRI data for cost effective inclusion of pre-symptomatic subjects in clinical trials

Manon Ansart , Stéphane Epelbaum , Geoffroy Gagliardi , Olivier Colliot , Didier Dormont
Multimodal Learning for Clinical Decision Support, Sep 2017, Quebec City, Canada
Conference papers hal-01578422v1
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Individual Analysis of Molecular Brain Imaging Data Through Automatic Identification of Abnormality Patterns

Ninon Burgos , Jorge Samper-González , Anne Bertrand , Marie-Odile Habert , Sébastien Ourselin
Computational Methods for Molecular Imaging - [MICCAI 2017 Satellite Workshop], Sep 2017, Quebec City, Canada
Conference papers hal-01567343v1
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Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks

Igor Koval , Jean-Baptiste Schiratti , Alexandre Routier , Michael Bacci , Olivier Colliot
Medical Image Computing and Computer Assisted Intervention, Sep 2017, Quebec City, Canada
Conference papers hal-01540828v1
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White Matter Fiber Segmentation Using Functional Varifolds

Kuldeep Kumar , Pietro Gori , Benjamin Charlier , Stanley Durrleman , Olivier Colliot
MFCA 2017 - 6th MICCAI workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Québec, Canada. pp.92-100
Conference papers hal-01589649v1
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Parallel transport in shape analysis : a scalable numerical scheme

Maxime Louis , Alexandre Bône , Benjamin Charlier , Stanley Durrleman
Geometric Science of Information, Nov 2017, Paris, France
Conference papers hal-01565478v1
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Diagnosis of Alzheimer’s Disease Through Identification of Abnormality Patterns in FDG PET Data

Ninon Burgos , Jorge Samper-González , Anne Bertrand , Marie-Odile Habert , Sébastien Ourselin
30th Annual Congress of the European Association of Nuclear Medicine (EANM), Oct 2017, Vienna, Austria. pp.253 - 254, ⟨10.1007/s00259-017-3822-1⟩
Conference papers hal-01632509v1
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Prediction of the progression of subcortical brain structures in Alzheimer's disease from baseline

Alexandre Bône , Maxime Louis , Alexandre Routier , Jorge Samper , Michael Bacci
6th MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Quebec City, Canada
Conference papers hal-01563587v2
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Selection of amyloid positive pre-symptomatic subjects using automatic analysis of neuropsychological and MRI data for cost effective inclusion procedures in clinical trials

Manon Ansart , Stéphane Epelbaum , Olivier Colliot , Didier Dormont , Bruno Dubois
Clinical Trials for Alzheimer's Disease, Nov 2017, Boston, United States. pp.295
Conference papers hal-02098434v2
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Spatio-Temporal Shape Analysis of Cross-Sectional Data for Detection of Early Changes in Neurodegenerative Disease

Claire Cury , Marc M Lorenzi , David M Cash , Jennifer M Nicholas , Alexandre M Routier
SeSAMI 2016 - First International Workshop Spectral and Shape Analysis in Medical Imaging, Sep 2016, Athens, Greece. pp.63 - 75, ⟨10.1007/978-3-319-51237-2_6⟩
Conference papers hal-01440061v1
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How to build an average model when samples are variably incomplete? Application to fossil data

Jean Dumoncel , Gérard Subsol , Stanley Durrleman , Jean Pierre Jessel , Amélie Beaudet
CVPRW: Computer Vision and Pattern Recognition Workshops, Jun 2016, Las Vegas, United States. pp.541-548, ⟨10.1109/CVPRW.2016.74⟩
Conference papers lirmm-01381310v1
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A mixed-effects model with time reparametrization for longitudinal univariate manifold-valued data

Jean-Baptiste Schiratti , Stéphanie Allassonniere , Alexandre Routier , Olivier Colliot , Stanley Durrleman
IPMI - Information Processing in Medical Imaging , Sebastien Ourselin, Daniel C. Alexander, Carl-Fredrik Westin, M. Jorge Cardoso, Jun 2015, Sleat, Isle of Skye, United Kingdom. pp.564-575
Conference papers hal-01163213v1
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Learning spatiotemporal trajectories from manifold-valued longitudinal data

Jean-Baptiste Schiratti , Stéphanie Allassonniere , Olivier Colliot , Stanley Durrleman
Neural Information Processing Systems, Dec 2015, Montréal, Canada
Conference papers hal-01163373v3
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Assessment of an iconic-geometric nonlinear registration method for deep brain stimulation (DBS) planning

Ana B. Graciano Fouquier , Eric Bardinet , Marie-Laure Welter , Carine Karachi , Jérôme Yelnik
Organization for Human Brain Mapping (OHBM) 2015, Jun 2015, Honolulu, Hawaii, United States
Conference papers hal-01187468v1
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Unified analysis of shape and structural connectivity of neural pathways

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Alexandre Routier
Organisation for Human Brain Mapping, 2015, Honolulu, United States
Conference papers hal-01187461v1
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Deformetrica: a software for statistical analysis of anatomical shapes

Alexandre Routier , Marcel Prastawa , Benjamin Charlier , Cédric Doucet , Joan Alexis Glaunès
21st Annual Meeting of the Organization for Human Brain Mapping, OHBM 2015, Jun 2015, Honolulu, United States
Conference papers hal-01187469v1
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A sub-Riemannian modular approach for diffeomorphic deformations

Barbara Gris , Stanley Durrleman , Alain Trouvé
2nd conference on Geometric Science of Information, Oct 2015, Paris-Saclay, France
Conference papers hal-01191540v1

A modular multi-scale model to build atlases of shapes with large deformations

Barbara Gris , Stanley Durrleman , Alain Trouvé
Organization for Human Brain Mapping 2015, Jun 2015, Honolulu, United States. pp.1
Conference papers hal-01191547v1

Measuring the thickness of the hippocampal pyramidal layer using in vivo 7T MRI

Emilie Gérardin , Joan Alexis Glaunès , Marie Chupin , Ana B. Graciano Fouquier , Kevin Roussel
Annual Meeting of the Organization for Human Brain Mapping, OHBM 2015, 2015, Honolulu, United States
Conference papers hal-01188833v1
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Joint Morphometry of Fiber Tracts and Gray Matter structures using Double Diffeomorphisms

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Alexandre Routier
IPMI - Information Processing in Medical Imaging, Jun 2015, Isle of Skye, United Kingdom. pp.275-287, ⟨10.1007/978-3-319-19992-4_21⟩
Conference papers hal-01142628v1
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Mixed-effects model for the spatiotemporal analysis of longitudinal manifold-valued data

Jean-Baptiste Schiratti , Stéphanie Allassonnière , Olivier Colliot , Stanley Durrleman
5th MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Oct 2015, Munich, Germany
Conference papers hal-01245905v1
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Comment caractériser la variabilité d'une surface 3D ? Analyse à partir d'exemples en anatomie comparée

Jean Dumoncel , Gérard Subsol , Stanley Durrleman , José Braga , Amélie Beaudet
GTMG 2015 - Journées du Groupe de Travail en Modélisation Géométrique, Apr 2015, Poitiers, France. pp.1-9
Conference papers hal-03209334v1
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Diffeomorphic Shape Trajectories for Improved Longitudinal Segmentation and Statistics

Prasanna Muralidharan , James Fishbaugh , Hans J. Johnson , Stanley Durrleman , Jane S. Paulsen
17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, Sep 2014, Boston, United States. pp.49 - 56, ⟨10.1007/978-3-319-10443-0_7⟩
Conference papers hal-01108237v1
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A Prototype Representation to Approximate White Matter Bundles with Weighted Currents

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Fabrizio de Vico Fallani
MICCAI 2014 - 17th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2014, Boston, United States
Conference papers hal-01010702v1
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Identification of Homo-like features in virtually rendered South African australopiths endocasts

Amélie Beaudet , Jean Dumoncel , Francis Thackeray , Stanley Durrleman , Gérard Subsol
Symposium Le Registre Fossile Humain Africain / The African Human Fossil Record (2014), Sep 2014, Toulouse, France. pp.(electronic medium)
Conference papers hal-03266927v1
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Evaluation of morphometric descriptors of deep brain structures for the automatic classification of patients with Alzheimer’s disease, mild cognitive impairment and elderly controls

Alexandre Routier , Pietro Gori , Ana B. Graciano Fouquier , Sophie Lecomte , Olivier Colliot
MICCAI Workshop, Sep 2014, Cambridge, United States. pp.8
Conference papers hal-01099081v1

Landmark-free 3D method for comparison of fossil hominins and hominids based on endocranium and EDJ shapes

Jean Dumoncel , Stanley Durrleman , José Braga , Jean-Pierre Jessel , Gérard Subsol
83rd Annual Meeting of the American Association of Physical Anthropologists (2014), AAPA: American Association of Physical Anthropologists, Apr 2014, Calgary, Canada. pp.110-111
Conference papers hal-00935054v1
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Geodesic regression of image and shape data for improved modeling of 4D trajectories

James Fishbaugh , Marcel Prastawa , Guido Gerig , Stanley Durrleman
ISBI 2014 - 11th International Symposium on Biomedical Imaging, Apr 2014, Beijin, China. pp.385 - 388, ⟨10.1109/ISBI.2014.6867889⟩
Conference papers hal-01108243v1
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Iconic-Geometric Nonlinear Registration of a Basal Ganglia Atlas for Deep Brain Stimulation Planning

Ana B. Graciano Fouquier , Stanley Durrleman , Jérôme Yelnik , Sara Fernández-Vidal , Eric Bardinet
2nd International MICCAI Workshop on Deep Brain Stimulation Methodological Challenges (DBSMC), Sep 2014, Boston, United States
Conference papers hal-01108191v1

Multimodal neuroimaging study in presymptomatic GRN mutations carriers

Paola Caroppo , Marie-Odile Habert , Stanley Durrleman , Hugo Bertin , Alexandre Routier
9th International Conference on Frontotemporal Dementias (ICFTD), Oct 2014, Vancouver, Canada
Conference papers hal-01114134v1
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Outils statistiques pour l'analyse de formes dans des bases de données longitudinales : Applications à la neuro-anatomie normale et pathologique

Stanley Durrleman
Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France. 6 p
Conference papers hal-00988878v1
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Geodesic Shape Regression in the Framework of Currents

James Fishbaugh , Marcel Prastawa , Guido Gerig , Stanley Durrleman
Information Processing in Medical Imaging, Jul 2013, Asilomar, United States. pp.718-729
Conference papers hal-00935053v1

Geodesic image regression with a sparse parameterization of diffeomorphisms

James Fishbaugh , Marcel Prastawa , Guido Gerig , Stanley Durrleman
Geometric Science of Information, Aug 2013, Paris, France. pp.95-102
Conference papers hal-00935052v1
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Towards joint morphometry of white matter tracts and gray matter surfaces

Pietro Gori , Olivier Colliot , Yulia Worbe , Linda Marrakchi-Kacem , Sophie Lecomte
Human Brain Mapping, 2013, Seattle, United States
Conference papers hal-00816138v1
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Bayesian Atlas Estimation for the Variability Analysis of Shape Complexes

Pietro Gori , Olivier Colliot , Yulia Worbe , Linda Marrakchi-Kacem , Sophie Lecomte
MICCAI 2013 : Medical Image Computing and Computer Assisted Intervention, Sep 2013, Nagoya, Japan. pp.267-274, ⟨10.1007/978-3-642-40811-3_34⟩
Conference papers hal-01188791v1

Deformetrics: describing and describing anatomical phenotypes with space deformations

Stanley Durrleman
Rank Prize Funds Symposium on Medical Imaging meets Computer Vision, 2013, Grasmere, United Kingdom
Conference papers hal-00935055v1
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Improving Efficiency of Data Assimilation Procedure for a Biomechanical Heart Model by Representing Surfaces as Currents

Alexandre Imperiale , Alexandre Routier , Stanley Durrleman , Philippe Moireau
FIMH - 7th International Conference on Functional Imaging and Modeling of the Heart - 2013, Jun 2013, London, United Kingdom. pp.342-351, ⟨10.1007/978-3-642-38899-6_41⟩
Conference papers hal-00841442v1

4D spatio-temporal perfusion-diffusion evolution scenarios estimation in acute-subacute ischemic stroke

Islem Rekik , Stéphanie Allassonniere , Stanley Durrleman , Carpenter Trevor , Joanna Wardlaw
ISMRM - International Society for Magnetic Resonance in Medicine, May 2012, Melbourne, Australia
Conference papers hal-00818430v1
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Topology preserving atlas construction from shape data without correspondence using sparse parameters.

Stanley Durrleman , Marcel Prastawa , Julie R Korenberg , Sarang Joshi , Alain Trouvé
MICCAI - Medical Image Computing And Computer Assisted Intervention, Oct 2012, Nice, France. pp.223-230, ⟨10.1007/978-3-642-33454-2_28⟩
Conference papers hal-00818415v1

A framework for longitudinal data analysis via shape regression

James Fishbaugh , Stanley Durrleman , Joseph Piven , Guido Gerig
SPIE - Medical Imaging 2012: Image Processing, Feb 2012, San Diego, United States. ⟨10.1117/12.911721⟩
Conference papers hal-00818428v1

Dynamic Patient-specific Modeling of Ischemic Stroke Lesion Evolution: From Presentation to Final Damage using Diffusion, Perfusion and T2 MR imaging

Islem Rekik , Stéphanie Allassonniere , Carpenter Trevor , Joanna Wardlaw , Stanley Durrleman
XXI European Stroke Conference, May 2012, Lisbon, Portugal
Conference papers hal-00818432v1

Analysis of longitudinal shape variability via subject specific growth modeling.

James Fishbaugh , Marcel Prastawa , Stanley Durrleman , Joseph Piven , Guido Gerig
MICCAI - Medical Image Computing And Computer Assisted Intervention, Oct 2012, Nice, France. pp.731-738, ⟨10.1007/978-3-642-33415-3_90⟩
Conference papers hal-00818412v1
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Longitudinal Growth Modeling of Discrete-Time Functions with Application to DTI Tract Evolution in Early Neurodevelopment

Anuja Sharma , Stanley Durrleman , John Gilmore , Guido Gerig
ISBI - International Symposium on Biomedical Imaging, May 2012, Barcelone, Spain. pp.1397-1399, ⟨10.1109/ISBI.2012.6235829⟩
Conference papers hal-00818411v1

Optimal data-driven sparse parameterization of diffeomorphisms for population analysis.

Stanley Durrleman , Marcel Prastawa , Guido Gerig , Sarang Joshi
22nd International Conference, IPMI 2011, Jul 2011, Kloster Irsee, Germany. pp.123-34, ⟨10.1007/978-3-642-22092-0_11⟩
Conference papers hal-00818405v1

Estimation of smooth growth trajectories with controlled acceleration from time series shape data.

James Fishbaugh , Stanley Durrleman , Guido Gerig
MICCAI - Medical Image Computing And Computer Assisted Intervention, Sep 2011, Toronto, Canada. pp.401-418, ⟨10.1007/978-3-642-23629-7_49⟩
Conference papers hal-00818406v1

Lung CT registration combining intensity, curves and surfaces

V. Gorbunova , Stanley Durrleman , Pechin Lo , Xavier Pennec , M. de Bruijne
Proceedings of the Seventh IEEE International Symposium on Biomedical Imaging 2010 (ISBI'10), 2010, Rotterdam, Netherlands. pp.340--343, ⟨10.1109/ISBI.2010.5490341⟩
Conference papers inria-00616166v1

Measuring the inter-species variability of endocast growth using shape regression and spatiotemporal registration

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache , José Braga
Abstracts of the 79-th annual meeting of the American Assoc. of Physical Anthropologists (AAPA), April 2010, Albuquerque, Jul 2010, Albuquerque, United States. pp.78-79
Conference papers hal-00875361v1
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Comparison of the endocast growth of chimpanzees and bonobos via temporal regression and spatiotemporal registration

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache , José Braga
Miccai Workshop on Spatio-Temporal Image Analysis for Longitudinal and Time-Series Image Data, 2010, Beijing, China, China
Conference papers inria-00616154v1

Statistical Analysis of the Anatomy: From Digital Patient to Digital Population

Kristin Mcleod , Tommaso Mansi , Stanley Durrleman , Maxime Sermesant , Xavier Pennec
First VPH Conference (VPH2010), Jul 2010, Brussels, Belgium
Conference papers hal-00813775v1

A Statistical Model of Right Ventricle in Tetralogy of Fallot for Prediction of Remodelling and Therapy Planning

Tommaso Mansi , Stanley Durrleman , Boris Bernhardt , Maxime Sermesant , Hervé Delingette
Medical Image Computing and Computer Assisted Intervention (MICCAI'09), 2009, London, UK, United Kingdom. pp.214-221, ⟨10.1007/978-3-642-04268-3_27⟩
Conference papers inria-00616175v1

A statistical model of white matter fiber bundles based on currents.

Stanley Durrleman , Pierre Fillard , Xavier Pennec , Alain Trouvé , Nicholas Ayache
International Conference on Information Processing in Medical Imaging, Jul 2009, Williamsburg, Va, United States. pp.114-25, ⟨10.1007/978-3-642-02498-6_10⟩
Conference papers inria-00502721v1

Error Assessment on myocardial fiber orientations from DTI measurements

Nicolas Toussaint , Stanley Durrleman , Maxime Sermesant , Sebastian Kozerke , Philip G. Batchelor
Book of Abstracts, European Society of Magnetic Resonance in Medicine (ESMRMB) 26th Annual Scientific Meeting, 2009, Antalya, Turkey, Turkey. pp.59, ⟨10.1007/s10334-009-0175-1⟩
Conference papers inria-00616173v1
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Curve- and surface-based registration of lung CT images via currents

V. Gorbunova , Stanley Durrleman , Pechin Lo , Xavier Pennec , M. de Bruijne
Second International Workshop on Pulmonary Image Analysis, 2009, London United Kingdom, United Kingdom. pp.15--25
Conference papers inria-00616136v1
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Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Guido Gerig , Nicholas Ayache
Medical Image Computing and Computer-Assisted Intervention (MICCAI'09), Part I, 2009, London, UK, United States. pp.297--304, ⟨10.1007/978-3-642-04268-3_37⟩
Conference papers inria-00616113v1
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A Forward Model to Build Unbiased Atlases from Curves and Surfaces

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache
2nd MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Oct 2008, New-York, United States. pp.68-79
Conference papers inria-00632875v1

Sparse approximation of currents for statistics on curves and surfaces.

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache
MICCAI - 11th International Conference on Medical Image Computing And Computer Assisted Intervention, Sep 2008, New York, United States. pp.390-398, ⟨10.1007/978-3-540-85990-1_47⟩
Conference papers hal-00818375v1

Measuring brain variability via sulcal lines registration: a diffeomorphic approach.

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache
International Conference on Medical Imaging and Computer Assisted Intervention, Oct 2007, Brisbane, Australia. pp.675-82, ⟨10.1007/978-3-540-75757-3_82⟩
Conference papers inria-00502704v1
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Longitudinal and survival joint prediction: time reparameterization in amyotrophic lateral sclerosis context

Juliette Ortholand , Stanley Durrleman​ , Sophie Tezenas Du Montcel
ISCB 2023 - 44th Annual Conference of the International Society for Clinical Biostatistics, Aug 2023, Milan, Italy
Conference poster hal-04216888v1
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Non-parametric modeling for dopaminergic treatment effect in Parkinson's disease

Pierre-Emmanuel Poulet , Bruno Jedynak , Zoltan Mari , Stanley Durrleman​
AD/PD 2023 - 17th International Conference on Alzheimer‘s & Parkinson‘s Diseases, Mar 2023, Goteborg, Sweden
Conference poster hal-04158200v1
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Gender and spinal/bulbar onset interaction on ALS progression

Juliette Ortholand , Igor Koval , Pierre-François Pradat , Sophie Tezenas Du Montcel , Stanley Durrleman​
ENCALS 2022 - European Network to Cure ALS meeting, Jun 2022, Edinburgh, United Kingdom
Conference poster hal-03782549v1
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Learning treatment effect in neurodegenerative diseases with a Bayesian mixed-effect model

Pierre-Emmanuel Poulet , Bruno Jedynak , Stanley Durrleman​
43rd Annual Conference of the International Society for Clinical Biostatistics (ISCB), Aug 2022, Newcastle upon Tyne, United Kingdom
Conference poster hal-03766119v1
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Covariate-Aware Longitudinal Modelling for Neurodegenerative Diseases

Nemo Fournier , Stanley Durrleman​
43rd Annual Conference of the International Society for Clinical Biostatistics (ISCB), Aug 2022, Newcastle, United Kingdom.
Conference poster hal-03832976v1
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Gender and spinal/bulbar onset interaction on ALS progression

Juliette Ortholand , Pierre-François Pradat , Sophie Tezenas Du Montcel , Stanley Durrleman​
ISCB 2022 - 43rd Annual Conference of the International Society for Clinical Biostatistics, Aug 2022, Newcastle, United Kingdom
Conference poster hal-03782607v1
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Predicting symptom onset in Parkinson's disease with latent mixed-effect model

Pierre-Emmanuel Poulet , Stanley Durrleman​ , Jean Christophe Corvol
AD/PD 2021 - 15th International Conference on Alzheimer‘s & Parkinson‘s Diseases, Mar 2021, Barcelone / Virtual, Spain
Conference poster hal-03136568v1
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A latent mixed-effects model for longitudinal categorical data in Parkinson disease

Pierre-Emmanuel Poulet , Jean-Christophe Corvol , Stanley Durrleman​
CompAge 2020 - Computational approaches for ageing and age-related diseases 2020, Sep 2020, Paris / Virtual, France
Conference poster hal-03136576v1
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Modeling the progression of Parkinson's Disease: comparison of subjects with and without Sleep Disorders

Raphäel Couronné , Arnaud Valladier , Marie Vidhaillet , Jean Christophe Corvol , Stéphane Lehéricy
CompAge - Computational approaches for ageing and age-related diseases, Sep 2020, Paris, France
Conference poster hal-02945929v2

Trends in cerebral organisation in Upper Palaeolithic and recent humans.

Lou Albessard-Ball , Antoine Balzeau , Stanley Durrleman​ , Pietro Gori , Dominique Grimaud-Hervé
ESHE meeting, Sep 2019, Liège, Belgium. 2019
Conference poster hal-02563529v1
Image document

How serious is data leakage in deep learning studies on Alzheimer’s disease classification?

Junhao Wen , Elina Thibeau-Sutre , Jorge Samper-Gonzalez , Alexandre M Routier , Simona Bottani
Organization for Human Brain Mapping (OHBM), Jun 2019, Roma, Italy
Conference poster hal-03365742v1
Image document

Building disease progression models from longitudinal biomarkers

Clémentine Fourrier , Igor Koval , Simona Bottani , Olivier Colliot , Stanley M Durrleman
5th Annual Human Brain Project Summit, Oct 2017, Glasgow, United Kingdom
Conference poster hal-02466386v1

Convergent stochastic Expectation Maximization algorithm with efficient sampling in high dimension. Application to deformable template model estimation

Estelle Kuhn , Stéphanie Allassonnière , Stanley Durrleman
8th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2015), Dec 2015, London, United Kingdom. , 2015
Conference poster hal-01606162v1
Image document

Learning spatio-temporal trajectories from manifold-valued longitudinal data

Jean-Baptiste Schiratti , Stéphanie Allassonniere , Olivier Colliot , Stanley Durrleman
Neural Information Processing Systems, Dec 2015, Montréal, Canada. , Advances in Neural Information Processing Systems
Conference poster hal-01245909v1

Convergent stochastic Expectation Maximization algorithm with efficient sampling in high dimension. Application to deformable template model estimation

Estelle Kuhn , Stéphanie Allassonniere , Stanley Durrleman
30th European Meeting of Statisticians -EMS, Jul 2015, Amsterdam, Netherlands. 2015
Conference poster hal-01606163v1

Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy

Dajiang Zhu , Jingwen Yan , Heng Huang , Li Shen , Paul M. Thompson
Zhu, Dajiang; Yan, Jingwen; Nielsen, Mads; Fletcher, Tom; Durrleman, Stanley; Sommer, Stefan; Huang, Heng; Shen, Li; Thompson, Paul M.; Westin, Carl-Fredrik; Pennec, Xavier; Joshi, Sarang. Springer, 11846, 2019, Lecture Notes in Computer Science (LNCS), ⟨10.1007/978-3-030-33226-6⟩
Books hal-02341877v1

Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics

Jorge M. Cardoso , Tal Arbel , Enzo Ferrante , Xavier Pennec , Dalca Adrian V.
Jorge Cardoso; Tal Arbel; Mert Sabuncu; Fletcher Tom; Li Shen; Stanley Durrleman; Stefan Sommer; Enzo Ferrante; Xavier Pennec; Dalca Adrian V.; Sarah Parisot; Sarang Joshi; Nematollah Batmanghelich; Aristeidis Sotiras; Mads Nielsen. 10551, 2017, Lecture Notes in Computer Science, ⟨10.1007/978-3-319-67675-3⟩
Books hal-01597839v1
Image document

Proceedings of the Fourth International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Biological Shape Variability Modeling (MFCA 2013), Nagoya, Japan

Xavier Pennec , Sarang Joshi , Mads Nielsen , Thomas P. Fletcher , Stanley Durrleman
Pennec, Xavier and Joshi, Sarang and Nielsen, Mads and Fletcher, Tom P. and Durrleman, Stanley and Sommer, Stefan. Inria, pp.132, 2013
Books hal-00873631v1

Proceedings of Second International Workshop on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data

Stanley Durrleman , Fletcher Tom , Guido Gerig , Marc Niethammer
S. Durrleman and T. Fletcher and G. Gerig and M. Niethammer. Springer, 7570, pp.163, 2012, Lecture Notes in Computer Science (LNCS), 978-3-642-33554-9. ⟨10.1007/978-3-642-33555-6⟩
Books hal-00818355v1

Shape Analysis for Brain Structures: A Review

Bernard Ng , Matthew Toews , Stanley Durrleman , Yonggang Shi
Li, Shuo and Tavares, João Manuel R. S. Shape Analysis in Medical Image Analysis, 14, Springer, 2014, Lecture Notes in Computational Vision and Biomechanics, 978-3-319-03813-1
Book sections hal-00925536v1