Publications

Most representative publications

      • Boutet C, Chupin M, Lehéricy S, Marrakchi-Kacem L, Epelbaum S, Poupon C, Wiggins C, Vignaud A, Hasboun D, Defontaines B, Hanon O, Dubois B, Sarazin M, Hertz-Pannier L, Colliot O. Detection of volume loss in hippocampal layers in Alzheimer’s disease using 7 T MRI: A feasibility study. NeuroImage: Clinical 5:341–348, 2014. PDF Paper in PDF
      • Cuingnet R, Gerardin E, Tessieras J, Auzias G, Lehéricy S, Habert MO, Chupin M, Benali H, Colliot O. The ADNI. Automatic classification of patients with Alzheimer’s disease from structural MRI: a comparison of ten methods using the ADNI database. NeuroImage 15;56(2):766-81, 2011. PDF Paper in PDF
      • Cuingnet R, Rosso C, Chupin M, Lehéricy S, Dormont D, Benali H, Samson Y, Colliot O, Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome, Medical Image Analysis 15(5):729-37, 2011.PDF Paper in PDF
      • Cuingnet R, Glaunès JA, Chupin M, Benali H, Colliot O. The ADNI. Spatial and anatomical regularization of SVM: a general framework for neuroimaging data. IEEE Transactions on Pattern Analysis and Machine Intelligence 35(3):682-696, 2013. PDF Paper in PDF
      • Cury C, Glaunès JA, Colliot O, Diffeomorphic iterative centroid methods for template estimation on large datasets, In Geometric Theory of Information, F. Nielsen (editor), pp 273-300, Springer, 2014PDF Paper in PDF
      • De Vico Fallani F, Nicosia V, Latora V, Chavez M. Non-parametric resampling of random walks for spectral networks clustering. Physical Review E 89, 012802, 2013. PDF Paper in PDF
      • De Vico Fallani F, Richiardi J, Chavez M, Achard S. Graph analysis of functional brain networks: practical issues in translational neuroscience. Philosophical Transactions of the Royal Society B: Biological Sciences 369:1653, 20130521–20130521, 2014. PDF Paper in PDF
      • De Vico Fallani F, Latora V, Chavez, M. A Topological Criterion for Filtering Information in Complex Brain Networks. PLOS Computational Biology, 13(1), e1005305, 2017.PDF Paper in PDF
      • De Vico Fallani F, Corazzol M, Sternberg JR, Wyart C, Chavez M. Hierarchy of neural organization in the embryonic spinal cord: Granger-causality graph analysis of in vivo calcium imaging data. IEEE Transactions on Neural Systems and Rehabilitation Engineering 23(3):333-341, 2014. PDF Paper in PDF
      • Dubois B, Chupin M, Hampel H, Lista S, Cavedo E, Croisile B, Tisserand GL, Touchon J, Bonafe A, Ousset PJ, Ait Ameur A, Rouaud O, Ricolfi F, Vighetto A, Pasquier F, Delmaire C, Ceccaldi M, Girard N, Lehéricy S, Tonelli I, Duveau F, Colliot O, Garnero L, Sarazin M, Dormont D. Donepezil decreases annual rate of hippocampal atrophy in suspected prodromal Alzheimer’s disease. Alzheimer’s & Dementia 11(9):1041–1049, 2015. PDF Paper in PDF
      • Durrleman S, Pennec X, Trouvé A, Braga J, Gerig G, Ayache N. Toward a comprehensive framework for the spatiotemporal statistical analysis of longitudinal shape data. International Journal of Computer Vision 103(1):22-59, 2013. PDF Paper in PDF
      • Durrleman S, Prastawa M, Charon N, Korenberg JR, Joshi S, Gerig G, Trouvé A. Morphometry of anatomical shape complexes with dense deformations and sparse parameters. NeuroImage 101:35–49, 2014. PDF Paper in PDF
      • Gori P, Colliot O, Marrakchi-Kacem L, Worbe Y, De Vico Fallani F, Chavez M, Poupon C, Hartmann A, Ayache N, Durrleman S. Parsimonious Approximation of Streamline Trajectories in White Matter Fiber Bundles. IEEE Transactions on Medical Imaging, 35(12), 2609-2619.PDF Paper in PDF
      • Gori P, Colliot O, Marrakchi-Kacem L, Worbe Y, Routier A, Poupon C, Hartmann A, Ayache N, Durrleman S. Joint Morphometry of Fiber Tracts and Gray Matter Structures Using Double Diffeomorphisms. In Information Processing in Medical Imaging pp. 275–287, 2015. PDF Paper in PDF
      • Gori P, Colliot O, Marrakchi-Kacem L, Worbe Y, Poupon, C, Hartmann A, Ayache N, Durrleman S. A Bayesian framework for joint morphometry of surface and curve meshes in multi-object complexes. Medical Image Analysis , 35, 458-474, 2017.PDF Paper in PDF
      • Hamelin L, Bertoux M, Bottlaender M, Corne H, Lagarde J, Hahn V, Mangin JF, Dubois B, Chupin M, Cruz de Souza L, Colliot O, Sarazin M, Sulcal morphology as a new imaging marker for the diagnosis of early onset Alzheimer’s disease, Neurobiology of Aging, 36(11):2932-9, 2015 PDF Paper in PDF
      • Obando C, De Vico Fallani F. A statistical model for brain networks inferred from large-scale electrophysiological signals. Journal of the Royal Society Interface (Accepted for Publication), 2017. PDF Paper in PDF
      • Schiratti J-B, Allassonniere S, Colliot O, Durrleman S. Learning spatiotemporal trajectories from manifold-valued longitudinal data. In Advances in Neural Information Processing Systems pp. 2395–2403, 2015. PDF Paper in PDF

 

Full list of publications

Here is a link to our publications on the open archive HAL.