Stanley Durrleman

193
Documents

Publications

Publications

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Ten years preceding a diagnosis of neurodegenerative disease in Europe and Australia: medication use, health conditions, and biomarkers associated with Alzheimer's disease, Parkinson's disease, and amyotrophic lateral sclerosis

Dang Wei , Anna Freydenzon , Octave Guinebretiere , Karim Zaidi , Fen Yang et al.
EBioMedicine, 2025, 113, pp.105585. ⟨10.1016/j.ebiom.2025.105585⟩
Article dans une revue hal-05028859 v1
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Forecasting individual progression trajectories in Alzheimer’s disease

Etienne Maheux , Igor Koval , Juliette Ortholand , Colin Birkenbihl , Damiano Archetti et al.
Nature Communications, 2023, 14 (1), pp.761. ⟨10.1038/s41467-022-35712-5⟩
Article dans une revue hal-04023781 v1
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Multivariate disease progression modelling with longitudinal ordinal data

Pierre‐emmanuel Poulet , Stanley Durrleman​
Statistics in Medicine, 2023, ⟨10.1002/sim.9770⟩
Article dans une revue hal-04095450 v1
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Association Between Diseases and Symptoms Diagnosed in Primary Care and the Subsequent Specific Risk of Multiple Sclerosis

Octave Guinebretiere , Thomas Nedelec , Laurène Gantzer , Beranger Lekens , Stanley Durrleman​ et al.
Neurology, 2023, 101 (24), ⟨10.1212/WNL.0000000000207981⟩
Article dans une revue hal-04330030 v1
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Impact of sex and APOE-ε4 genotype on patterns of regional brain atrophy in Alzheimer's Disease and healthy ageing

Benoît Sauty , Stanley Durrleman​
Frontiers in Neurology, 2023, Frontiers in Neurology, section Dementia and Neurodegenerative Diseases., 14, ⟨10.3389/fneur.2023.1161527⟩
Article dans une revue hal-03778801 v4
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Charting Disease Trajectories from Isolated REM Sleep Behavior Disorder to Parkinson's Disease

Cécile Di Folco , Raphaël Couronné , Isabelle Arnulf , Graziella Mangone , Smaranda Leu-Semenescu et al.
Movement Disorders, 2023, ⟨10.1002/mds.29662⟩
Article dans une revue hal-04319442 v1
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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⟩
Article dans une revue hal-04216957 v1
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A Comparison Between Early Presentation of Dementia with Lewy Bodies, Alzheimer's Disease, and Parkinson's Disease: Evidence from Routine Primary Care and UK Biobank Data

Thomas Nedelec , Baptiste Couvy-Duchesne , Aube Darves-bornoz , Raphäel Couronné , Fleur Monnet et al.
Annals of Neurology, 2023, 94 (2), pp.259-270. ⟨10.1002/ana.26670⟩
Article dans une revue hal-04389605 v1
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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​ et al.
Critical Care Explorations, 2022, 4 (7), pp.e0737. ⟨10.1097/cce.0000000000000737⟩
Article dans une revue hal-03819244 v1
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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⟩
Article dans une revue hal-02513593 v4
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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 et al.
The Lancet Digital Health, 2022, 4 (3), ⟨10.1016/S2589-7500(21)00275-2⟩
Article dans une revue hal-03628268 v1

Benchmarking off-the-shelf statistical shape modeling tools in clinical applications

Anupama Goparaju , Alexandre Bône , Nan Hu , Heath Henninger , Andrew Anderson et al.
Medical Image Analysis, 2022, 76, pp.102271. ⟨10.1016/j.media.2021.102271⟩
Article dans une revue hal-04588612 v1
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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 et al.
Scientific Reports, 2022, 12 (1), pp.18928. ⟨10.1038/s41598-022-18848-8⟩
Article dans une revue hal-03877293 v1
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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⟩
Article dans une revue hal-03674722 v1
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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 et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 43 (9), pp.3196-3213. ⟨10.1109/TPAMI.2020.2980542⟩
Article dans une revue hal-02504034 v1
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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 et al.
Neuroinformatics, 2021, 19 (1), pp.57-78. ⟨10.1007/s12021-020-09469-5⟩
Article dans une revue hal-02566361 v2
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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​ et al.
Journal of Medical Imaging, 2021, 8 (02), pp.024003. ⟨10.1117/1.JMI.8.2.024003⟩
Article dans une revue hal-03193306 v1
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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 et al.
Frontiers in Neuroinformatics, 2021, 15, pp.689675. ⟨10.3389/fninf.2021.689675⟩
Article dans une revue hal-02308126 v4
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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 et al.
Medical Image Analysis, 2021, 67, pp.101848. ⟨10.1016/j.media.2020.101848⟩
Article dans une revue hal-02337815 v2
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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 et al.
Neurobiology of Aging, 2021, 105, pp.205-216. ⟨10.1016/j.neurobiolaging.2021.04.024⟩
Article dans une revue hal-03261206 v1
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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 et al.
IEEE Transactions on Biomedical Engineering, 2021, 68 (2), pp.393-403. ⟨10.1109/TBME.2020.2999941⟩
Article dans une revue hal-02359660 v2
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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⟩
Article dans une revue hal-02874192 v5
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AD Course Map charts Alzheimer’s disease progression

Igor Koval , Alexandre Bône , Maxime Louis , Thomas Lartigue , Simona Bottani et al.
Scientific Reports, 2021, 11 (1), ⟨10.1038/s41598-021-87434-1⟩
Article dans une revue hal-01964821 v3
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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 et al.
Journal of Anatomy, 2021, 238 (2), pp.480-488. ⟨10.1111/joa.13318⟩
Article dans une revue hal-02964453 v1
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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 et al.
Alzheimer's & Dementia: Translational Research & Clinical Interventions, 2021, 7 (1), pp.e12210. ⟨10.1002/trc2.12210⟩
Article dans une revue hal-03351244 v1
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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​ et al.
Entropy, 2021, 23 (4), pp.490. ⟨10.3390/e23040490⟩
Article dans une revue hal-03215733 v1
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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 et al.
Frontiers in Psychiatry, 2020, 11, ⟨10.3389/fpsyt.2020.593336⟩
Article dans une revue hal-03136463 v1
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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 et al.
NeuroImage, 2020, 223C (117308), ⟨10.1016/j.neuroimage.2020.117308⟩
Article dans une revue hal-02922534 v1
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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⟩
Article dans une revue hal-02283747 v2
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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⟩
Article dans une revue hal-02091549 v5
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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 et al.
Medical Image Analysis, 2020, 63, pp.101694. ⟨10.1016/j.media.2020.101694⟩
Article dans une revue hal-02562504 v2
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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 et al.
Medical Image Analysis, 2019, 58 (101546), ⟨10.1016/j.media.2019.101546⟩
Article dans une revue hal-02276634 v1
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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 et al.
Statistical Methods in Medical Research, 2019, pp.096228021882303. ⟨10.1177/0962280218823036⟩
Article dans une revue hal-01964942 v2
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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 et al.
Journal de Neuroradiologie / Journal of Neuroradiology, 2019, 46 (2), pp.155-159. ⟨10.1016/j.neurad.2019.01.001⟩
Article dans une revue hal-02265305 v1
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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 et al.
Journal of Neurology, Neurosurgery and Psychiatry, 2019, J Neurol Neurosurg Psychiatry, 90 (4), pp.387-94. ⟨10.1136/jnnp-2018-318994⟩
Article dans une revue hal-01907482 v1
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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 et al.
Journal of Medical Imaging, 2019, 6 (01), ⟨10.1117/1.JMI.6.1.014005⟩
Article dans une revue hal-02042526 v2
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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 et al.
NeuroImage, 2019, 188, pp.282-290. ⟨10.1016/j.neuroimage.2018.11.063⟩
Article dans une revue inserm-01958916 v1
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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 et al.
NeuroImage, 2018, 183, pp.504-521. ⟨10.1016/j.neuroimage.2018.08.042⟩
Article dans une revue hal-01858384 v2

Effect of Alzheimer's disease risk and protective factors on cognitive trajectories in subjective memory complainers: An INSIGHT‐preAD study

Stefan Teipel , Enrica Cavedo , Simone Lista , Marie‐odile Habert , Marie‐claude Potier et al.
Alzheimer's & Dementia : the Journal of the Alzheimer's Association, 2018, 14 (9), pp.1126-1136. ⟨10.1016/j.jalz.2018.04.004⟩
Article dans une revue hal-03769199 v1
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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 et al.
Journal of Alzheimer's Disease, 2018, 64 (s1), pp.S47 - S105. ⟨10.3233/jad-179932⟩
Article dans une revue hal-01910402 v1
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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⟩
Article dans une revue hal-01321142 v2
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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 et al.
Frontiers in Neuroinformatics, 2018, 12, ⟨10.3389/fninf.2018.00094⟩
Article dans une revue hal-01950933 v1
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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 et al.
Frontiers in Neurology, 2018, 9, pp.235. ⟨10.3389/fneur.2018.00235⟩
Article dans une revue hal-01910400 v1
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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⟩
Article dans une revue hal-01560787 v2
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Double diffeomorphism: combining morphometry and structural connectivity analysis

Pietro Gori , Olivier Colliot , Linda Marrakchi Kacem , Yulia Worbe , Alexandre Routier et al.
IEEE Transactions on Medical Imaging, 2018, 37 (9), pp.2033-2043. ⟨10.1109/TMI.2018.2813062⟩
Article dans une revue hal-01709847 v2

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 et al.
Journal of Anatomy, 2018, 232 (2), pp.296-303. ⟨10.1111/joa.12745⟩
Article dans une revue lirmm-01636811 v1
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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 et al.
JAMA neurology, 2018, 75 (2), pp.236-245. ⟨10.1001/jamaneurol.2017.4266⟩
Article dans une revue hal-01654000 v1
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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
Article dans une revue hal-01566280 v1
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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 et al.
Medical Image Analysis, 2017, 35, pp.458-474. ⟨10.1016/j.media.2016.08.011⟩
Article dans une revue hal-01359423 v1
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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 et al.
Neurobiology of Aging, 2017, ⟨10.1016/j.neurobiolaging.2017.03.023⟩
Article dans une revue hal-01518785 v1
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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 et al.
Climacteric, 2017, 20 (2), pp.107-118
Article dans une revue hal-01566281 v1
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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
Article dans une revue hal-01540367 v3
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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 et al.
IEEE Transactions on Medical Imaging, 2016, PP (99), ⟨10.1109/TMI.2016.2591080⟩
Article dans une revue hal-01346067 v1
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Morphoarchitectural variation in South African fossil cercopithecoid endocasts

Amélie Beaudet , Jean Dumoncel , Frikkie de Beer , Benjamin Duployer , Stanley Durrleman et al.
Journal of Human Evolution, 2016, 101, pp.65-78. ⟨10.1016/j.jhevol.2016.09.003⟩
Article dans une revue hal-01440065 v1
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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 et al.
NeuroImage, 2015, 111, pp.562-79. ⟨10.1016/j.neuroimage.2015.01.048⟩
Article dans une revue hal-01220123 v1
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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 et al.
Journal of Alzheimer's Disease, 2015, 47 (3), pp.751-9. ⟨10.3233/JAD-150270⟩
Article dans une revue hal-01220380 v1
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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 et al.
Article dans une revue hal-01015771 v1
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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⟩
Article dans une revue hal-00817565 v1
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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 et al.
International Journal of Computer Vision, 2013, 103 (1), pp.22-59. ⟨10.1007/s11263-012-0592-x⟩
Article dans une revue hal-00813825 v1
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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⟩
Article dans une revue hal-00935051 v1

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⟩
Article dans une revue istex hal-00816048 v1

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⟩
Article dans une revue istex hal-00816044 v1

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 et al.
IEEE Transactions on Medical Imaging, 2011, 30 (9), pp.1605 - 1616. ⟨10.1109/TMI.2011.2135375⟩
Article dans une revue inria-00616185 v1

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⟩
Article dans une revue istex hal-00816051 v1

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⟩
Article dans une revue hal-00816052 v1
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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
Communication dans un congrès hal-03951468 v1
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A Multimodal Disease Progression Model for Genetic Associations with Disease Dynamics

Nemo Fournier , Stanley Durrleman​
Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Oct 2023, Vancouver, Canada. pp.601-610, ⟨10.1007/978-3-031-43904-9_58⟩
Communication dans un congrès hal-04295080 v1
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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
Communication dans un congrès hal-04169631 v1

Joint model with latent disease age Overcoming the need for reference time

Juliette Ortholand , Stanley Durrleman​ , Sophie Tezenas Du Montcel
Journées de Biostatistique 2023, G.D.R. "Statistique et Santé"; Société française de biométrie; Groupe "Biopharmacie et Santé" de la Société française de statistiques, Nov 2023, Toulouse, France
Communication dans un congrès hal-04403927 v1
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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 et al.
OHBM 2022 - Annual meeting of the Organization for Human Brain Mapping, Jun 2022, Glasgow, United Kingdom
Communication dans un congrès hal-03728243 v1
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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 et al.
SPIE Medical Imaging 2022, Feb 2022, San Diego, United States
Communication dans un congrès hal-03522378 v2
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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
Communication dans un congrès hal-03800499 v1
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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
Communication dans un congrès hal-03701632 v1
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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
Communication dans un congrès hal-03549061 v1

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

Etienne Maheux , Juliette Ortholand , Colin Birkenbihl , Elina Thibeau-Sutre , Meemansa Sood et al.
ISCB 2021: 42nd Conference of the International Society for Clinical Biostatistics, Jul 2021, Online, France
Communication dans un congrès hal-03483237 v1
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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
Communication dans un congrès hal-03145333 v1
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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​ et al.
AD/PD 2021 - 15thInternational Conference on Alzheimer’s and Parkinson’s Diseases and related neurological disorders, Mar 2021, Barcelone / Virtual, Spain
Communication dans un congrès hal-03030182 v1
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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
Communication dans un congrès hal-03485975 v1
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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 et al.
MRI Together 2021 - A global workshop on Open Science and Reproducible MR Research, Dec 2021, Online, France
Communication dans un congrès hal-03513920 v1
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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
Communication dans un congrès hal-03491692 v1
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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⟩
Communication dans un congrès hal-03276811 v2
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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 et al.
VPH 2020 - Virtual Physiological Human, Aug 2020, Paris / Virtual, France
Communication dans un congrès hal-02945917 v2
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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
Communication dans un congrès hal-03137870 v1
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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​ et al.
AAIC 2020, Jul 2020, Amsterdam, Netherlands
Communication dans un congrès halshs-03030179 v1
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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
Communication dans un congrès hal-03137994 v1
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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 et al.
OHBM 2020 - Annual meeting of the Organization for Human Brain Mapping, Jun 2020, Montreal / Virtual, Canada
Communication dans un congrès hal-02549242 v1
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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
Communication dans un congrès hal-03136537 v1
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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
Communication dans un congrès hal-02979176 v1
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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
Communication dans un congrès hal-03137878 v1

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⟩
Communication dans un congrès hal-02429839 v1
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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
Communication dans un congrès hal-02087586 v2
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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
Communication dans un congrès hal-01963736 v2
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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​ et al.
2019 OHBM Annual Meeting - Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Communication dans un congrès hal-02105134 v2
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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
Communication dans un congrès hal-02091571 v2
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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 et al.
OHBM 2019 - Annual meeting of the Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Communication dans un congrès hal-02134909 v1
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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
Communication dans un congrès hal-02090275 v1
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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
Communication dans un congrès hal-02103355 v1
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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​ et al.
2019 OHBM Annual meeting - Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Communication dans un congrès hal-02105133 v2

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
Communication dans un congrès hal-02276297 v1
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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 et al.
OHBM 2019 - Annual Meeting on Organization for Human Brain Mapping, Jun 2019, Roma, Italy. ⟨10.1016/j.neuroimage.2011.09.015⟩
Communication dans un congrès hal-02132147 v2
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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
Communication dans un congrès hal-02098427 v2
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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
Communication dans un congrès hal-01744538 v3
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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 et al.
AAIC 2018 - Alzheimer's Association International Conference, Jul 2018, Chicago, United States
Communication dans un congrès hal-01758167 v2
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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 et al.
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapour, Singapore
Communication dans un congrès hal-01761666 v1

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 et al.
SMEF 2018 - 10e Symposium de Morphométrie et Évolution des Formes, Laboratoire PACEA (UMR 5199), LabEx des Sciences Archéologiques de Bordeaux (France), Jun 2018, Bordeaux, France
Communication dans un congrès hal-03154905 v1
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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 et al.
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapore, Singapore
Communication dans un congrès hal-01760658 v1
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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 et al.
OHBM 2018 - Organization for Human Brain Mapping Annual Meeting, Jun 2018, Singapour, Singapore
Communication dans un congrès hal-01758206 v3
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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⟩
Communication dans un congrès hal-01988912 v1
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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 et al.
MICCAI 2018 – 21st International Conference On Medical Image Computing & Computer Assisted Intervention, Sep 2018, Granada, Spain. ⟨10.1007/978-3-030-00931-1_59⟩
Communication dans un congrès hal-01810822 v1
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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
Communication dans un congrès hal-01874752 v3
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NODDI Highlights Promising New Markers In Presymptomatic C9orf72 Carriers

Junhao Wen , Hui Zhang , Daniel Alexander , Stanley Durrleman , Alexandre Routier et al.
OHBM 2018 - Organization for Human Brain Mapping Annual Meeting, Jun 2018, Singapour, Singapore
Communication dans un congrès hal-01758137 v1
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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 et al.
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapour, Singapore
Communication dans un congrès hal-01757646 v1
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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 et al.
ISMRM-ESMRMB 2018 - Joint Annual Meeting, Jun 2018, Paris, France. pp.1-6
Communication dans un congrès hal-01723070 v1
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White Matter Fiber Segmentation Using Functional Varifolds

Kuldeep Kumar , Pietro Gori , Benjamin Charlier , Stanley Durrleman , Olivier Colliot et al.
MFCA 2017 - 6th MICCAI workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Québec, Canada. pp.92-100
Communication dans un congrès hal-01589649 v1
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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 et al.
Computational Methods for Molecular Imaging - [MICCAI 2017 Satellite Workshop], Sep 2017, Quebec City, Canada
Communication dans un congrès hal-01567343 v1
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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 et al.
Medical Image Computing and Computer Assisted Intervention, Sep 2017, Quebec City, Canada
Communication dans un congrès hal-01540828 v1
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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 et al.
Multimodal Learning for Clinical Decision Support, Sep 2017, Quebec City, Canada
Communication dans un congrès hal-01578422 v1
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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 et al.
AAIC 2017 - Alzheimer's Association International Conference, Jul 2017, London, United Kingdom. pp.1-2, ⟨10.1016/j.jalz.2017.06.1618⟩
Communication dans un congrès hal-01621383 v1
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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 et al.
Machine Learning in Medical Imaging 2017, Sep 2017, Quebec City, Canada. pp.8
Communication dans un congrès hal-01578479 v1
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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
Communication dans un congrès hal-01565478 v1
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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 et al.
30th Annual Congress of the European Association of Nuclear Medicine (EANM), Oct 2017, Vienna, Austria. pp.253 - 254, ⟨10.1007/s00259-017-3822-1⟩
Communication dans un congrès hal-01632509 v1
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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 et al.
6th MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Quebec City, Canada
Communication dans un congrès hal-01563587 v2
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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 et al.
Clinical Trials for Alzheimer's Disease, Nov 2017, Boston, United States. pp.295
Communication dans un congrès hal-02098434 v2
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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 et al.
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⟩
Communication dans un congrès hal-01440061 v1
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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 et al.
Computer Vision and Pattern Recognition Workshops (CVPRW 2016), Jun 2016, Las Vegas, United States. pp.541--548, ⟨10.1109/CVPRW.2016.74⟩
Communication dans un congrès lirmm-01381310 v1
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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 et al.
Organization for Human Brain Mapping (OHBM) 2015, Jun 2015, Honolulu, Hawaii, United States
Communication dans un congrès hal-01187468 v1

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
Communication dans un congrès hal-01191547 v1
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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
Communication dans un congrès hal-01191540 v1
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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
Communication dans un congrès hal-01163373 v3
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Deformetrica: a software for statistical analysis of anatomical shapes

Alexandre Routier , Marcel Prastawa , Benjamin Charlier , Cédric Doucet , Joan Alexis Glaunès et al.
21st Annual Meeting of the Organization for Human Brain Mapping, OHBM 2015, Jun 2015, Honolulu, United States
Communication dans un congrès hal-01187469 v1
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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 et al.
Organisation for Human Brain Mapping, 2015, Honolulu, United States
Communication dans un congrès hal-01187461 v1
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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
Communication dans un congrès hal-01163213 v1

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 et al.
Annual Meeting of the Organization for Human Brain Mapping, OHBM 2015, 2015, Honolulu, United States
Communication dans un congrès hal-01188833 v1
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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 et al.
IPMI - Information Processing in Medical Imaging, Jun 2015, Isle of Skye, United Kingdom. pp.275-287, ⟨10.1007/978-3-319-19992-4_21⟩
Communication dans un congrès hal-01142628 v1
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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
Communication dans un congrès hal-01245905 v1
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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 et al.
GTMG 2015 - Journées du Groupe de Travail en Modélisation Géométrique, Apr 2015, Poitiers, France. pp.1-9
Communication dans un congrès hal-03209334 v1
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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 et al.
Symposium Le Registre Fossile Humain Africain / The African Human Fossil Record (2014), Sep 2014, Toulouse, France. pp.(electronic medium)
Communication dans un congrès hal-03266927 v1
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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
Communication dans un congrès hal-01108191 v1

Multimodal neuroimaging study in presymptomatic GRN mutations carriers

Paola Caroppo , Marie-Odile Habert , Stanley Durrleman , Hugo Bertin , Alexandre Routier et al.
9th International Conference on Frontotemporal Dementias (ICFTD), Oct 2014, Vancouver, Canada
Communication dans un congrès hal-01114134 v1
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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⟩
Communication dans un congrès hal-01108243 v1

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
Communication dans un congrès hal-00935054 v1
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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 et al.
MICCAI 2014 - 17th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2014, Boston, United States
Communication dans un congrès hal-01010702 v1
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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 et al.
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⟩
Communication dans un congrès hal-01108237 v1
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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 et al.
MICCAI Workshop, Sep 2014, Cambridge, United States. pp.8
Communication dans un congrès hal-01099081 v1
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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
Communication dans un congrès hal-00988878 v1
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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 et al.
Human Brain Mapping, 2013, Seattle, United States
Communication dans un congrès hal-00816138 v1

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
Communication dans un congrès hal-00935052 v1
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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
Communication dans un congrès hal-00935053 v1
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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 et al.
MICCAI 2013 : Medical Image Computing and Computer Assisted Intervention, Sep 2013, Nagoya, Japan. pp.267-274, ⟨10.1007/978-3-642-40811-3_34⟩
Communication dans un congrès hal-01188791 v1

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
Communication dans un congrès hal-00935055 v1
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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⟩
Communication dans un congrès hal-00841442 v1

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⟩
Communication dans un congrès hal-00818428 v1
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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 et al.
MICCAI - Medical Image Computing And Computer Assisted Intervention, Oct 2012, Nice, France. pp.223-230, ⟨10.1007/978-3-642-33454-2_28⟩
Communication dans un congrès hal-00818415 v1

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⟩
Communication dans un congrès hal-00818412 v1

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
Communication dans un congrès hal-00818432 v1

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
Communication dans un congrès hal-00818430 v1
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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⟩
Communication dans un congrès hal-00818411 v1

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⟩
Communication dans un congrès hal-00818405 v1

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⟩
Communication dans un congrès hal-00818406 v1

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
Communication dans un congrès hal-00875361 v1
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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
Communication dans un congrès inria-00616154 v1

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⟩
Communication dans un congrès inria-00616166 v1

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
Communication dans un congrès hal-00813775 v1

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⟩
Communication dans un congrès istex inria-00616173 v1

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 et al.
MICCAI 2009 - Medical Image Computing and Computer Assisted Intervention, 2009, London, UK, United Kingdom. pp.214-221, ⟨10.1007/978-3-642-04268-3_27⟩
Communication dans un congrès inria-00616175 v1

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⟩
Communication dans un congrès istex inria-00502721 v1
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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
Communication dans un congrès inria-00616136 v1
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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⟩
Communication dans un congrès inria-00616113 v1

Sparse approximation of currents for statistics on curves and surfaces.

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache
MICCAI 2008 - Medical Image Computing And Computer Assisted Intervention, Sep 2008, New York, United States. pp.390-398, ⟨10.1007/978-3-540-85990-1_47⟩
Communication dans un congrès istex hal-00818375 v1
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A Forward Model to Build Unbiased Atlases from Curves and Surfaces

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache
MFCA 2008 - Mathematical Foundations of Computational Anatomy, Oct 2008, New-York, United States. pp.68-79
Communication dans un congrès inria-00632875 v1

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⟩
Communication dans un congrès istex inria-00502704 v1
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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
Poster de conférence hal-04216888 v1
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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
Poster de conférence hal-04158200 v1
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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
Poster de conférence hal-03782549 v1
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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
Poster de conférence hal-03766119 v1
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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
Poster de conférence hal-03782607 v1
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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.
Poster de conférence hal-03832976 v1
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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
Poster de conférence hal-03136568 v1
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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 et al.
CompAge - Computational approaches for ageing and age-related diseases, Sep 2020, Paris, France
Poster de conférence hal-02945929 v2
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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
Poster de conférence hal-03136576 v1
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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-Gonzalez , Alexandre M Routier , Simona Bottani et al.
Organization for Human Brain Mapping (OHBM), Jun 2019, Roma, Italy
Poster de conférence hal-03365742 v1

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
Poster de conférence hal-02563529 v1
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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
Poster de conférence hal-02466386 v1
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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
Poster de conférence hal-01245909 v1

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
Poster de conférence hal-01606162 v1

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
Poster de conférence hal-01606163 v1

Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy

Dajiang Zhu , Jingwen Yan , Heng Huang , Li Shen , Paul M. Thompson et al.
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⟩
Ouvrages hal-02341877 v1

Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics

Jorge M. Cardoso , Tal Arbel , Enzo Ferrante , Xavier Pennec , Dalca Adrian V. et al.
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⟩
Ouvrages hal-01597839 v1
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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 et al.
Pennec, Xavier and Joshi, Sarang and Nielsen, Mads and Fletcher, Tom P. and Durrleman, Stanley and Sommer, Stefan. Inria, pp.132, 2013
Ouvrages hal-00873631 v1

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⟩
Ouvrages hal-00818355 v1

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
Chapitre d'ouvrage hal-00925536 v1
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Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015)

Xavier Pennec , Sarang Joshi , Mads Nielsen , Thomas P. Fletcher , Stanley Durrleman et al.
Pennec, Xavier and Joshi, Sarang and Nielsen, Mads and Fletcher, Thomas P. and Durrleman, Stanley and Sommer, Stefan Mathematical Foundations of Computational Anatomy (MFCA 2015), Oct 2015, Munich, Germany. , pp.173, 2015
Proceedings/Recueil des communications hal-01203812 v1

Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data

Stanley Durrleman , Thomas P. Fletcher , Guido Gerig , Marc Niethammer , Xavier Pennec
Durrleman, Stanley; Fletcher, Thomas P.; Gerig, Guido; Niethammer, Marc ; Pennec, Xavier STIA 2014 - Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, Sep 2014, Cambridge, United States. 8682, Springer International Publishing, pp.89, 2015, Lecture notes in computer science, 978-3-319-14904-2. ⟨10.1007/978-3-319-14905-9⟩
Proceedings/Recueil des communications hal-01114150 v1