François ROUSSEAU

François ROUSSEAU


Professeur
Dépt. Image et Traitement Information

Téléphone : 02 29 00 13 51
Télécopie : 02 29 00 10 98
Courriel : francois.rousseau@imt-atlantique.fr
TELECOM Bretagne
Vue aérienne

Journal papers

  1. J. Pontabry, F. Rousseau, C. Studholme, M. Koob, J.-L. Dietemann. A discriminative feature selection approach for shape analysis: application to fetal brain cortical folding. Medical Image analysis, Vol. 35:313-326, January 2017.

  2. P.-H. Conze, V. Noblet, F. Rousseau, F. Heitz, R. Memeo, P. Pessaux. Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans. International Journal of Computer Assisted Radiology and Surgery, Vol. 12(2):223-233, 2017.

  3. M. Koob, F. Rousseau, V. Laugel, N. Meyer, J.-P. Armspach, N. Girard, J.-L. Dietemann.Cockayne Syndrome: A Diffusion Tensor Imaging and Volumetric Study. The Bristish Journal of Radiology. 2016.

  4. R. Fablet, F. Rousseau. Joint interpolation of multi-sensor sea surface temperature fields using non-local and statistical priors. IEEE JSTARS, Vol. 9(6): 2665-2675, 2016.

  5. T. Tallinen, J. Y. Chung, F. Rousseau, N. Girard, J. Lefèvre, L. Mahadevan. On the growth and form of cortical convolutions. Nature Physics, Vol. 12: 588-593, February 2016.

  6. Liu M, Kitsch A, Miller S, Chau V, Poskitt K, Rousseau F, Shaw D, Studholme C, Patch-based Augmentation of Expectation-Maximization for Brain MRI Tissue Segmentation at Arbitrary Age after Premature Birth, NeuroImage, vol 127, p387-408, February 2016.

  7. J. Lefèvre, D. Germanaud, J. Dubois, F. Rousseau, I. de Macedo Santos, H. Angleys, J.-F. Mangin, P. S. Hüppi, N. Girard, F. De Guio. Are developmental trajectories of cortical folding comparable between cross-sectional datasets of fetuses and preterm newborns?, Cerebral Cortex, Vol. 26(7): 3023-3035, 2016.

  8. N. Philippi, A. Botzung, V. Noblet, F. Rousseau, O. Després, B. Cretin, S. Kremer, F. Blanc, L. Manning. Impaired emotional autobiographical memory associated with right amygdala-hippocampal atrophy in Alzheimer's disease patients, Frontiers in Aging Neuroscience, Frontiers Research Foundation, March 2015.

  9. N. Philippi, F. Rousseau, V. Noblet, A. Botzung, O. Després, B. Cretin, S. Kremer, F. Blanc, L. Manning. Different temporal patterns of specific and general autobiographical memories across the lifespan in Alzheimer’s diseaseBehavioural Neurology, Hindawi Publishing Corporation, January 2015.

  10. F. Blanc, V. Noblet, N. Philippi, B. Cretin, J. Foucher, J. Armspach, F. Rousseau, . The Alzheimer’s Disease Neuroimaging Initiative. Right Anterior Insula: Core Region of Hallucinations in Cognitive Neurodegenerative DiseasesPLoS ONE, Public Library of Science, Vol. 9(12):1-22, December 2014.

  11. M. Fogtmann, S. Seshamani, C. Kroenke, X. Cheng, T. Chapman, J. Wilm, F. Rousseau, C. Studholme. A unified approach to diffusion direction sensitive slice registration and 3D DTI reconstruction from moving fetal brain anatomy, IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE), Vol. 33(2):272--289, February 2014.

  12. C. Studholme, F. Rousseau. Quantifying and Modelling Tissue Maturation in the Living Human Fetal Brain, International Journal of Developmental Neuroscience, Elsevier, Vol. 32:3--10, February 2014.

  13. F. Rousseau, N. Passat. Analyse et traitement d'images anatomiques en IRM cérébrale, Techniques de l'Ingénieur, Editions Techniques de l'Ingénieur, Vol. TIB112DUO(med900), February 2014.

  14. J. Chanson, J. Lamy, F. Rousseau, F. Blanc, N. Collongues, M. Fleury, J. Armspach, S. Kremer, J. de Seze. White matter volume is decreased in the brain of patients with neuromyelitis optica, European Journal of Neurology, Wiley-Blackwell, Vol. 20(2):361--367, February 2013.

  15. J. Pontabry, F. Rousseau, E. Oubel, C. Studholme, M. Koob, J. Dietemann. Probabilistic Tractography Using Q-Ball Imaging and Particle Filtering: Application to Adult and in-utero Fetal Brain Studies, Medical Image Analysis, Elsevier, Vol. 17(3):297--310, April 2013.

  16. F. Rousseau, N. Girard. Sur le développement cérébral des prématurés, Médecine/Sciences : M/S, Editions EDK/Groupe EDP Sciences, Vol. 29(10):828--831, October 2013.

  17. F. Rousseau, E. Oubel, J. Pontabry, M. Schweitzer, C. Studholme, M. Koob, J. Dietemann. BTK: An Open-Source Toolkit for Fetal Brain MR Image Processing, Computer Methods and Programs in Biomedicine, Elsevier, Vol. 109(1):65--73, January 2013.

  18. S. Sharma, F. Rousseau, F. Heitz, L. Rumbach, J. Armspach. On the estimation and correction of bias in local atrophy estimations using example atrophy simulations, Computerized Medical Imaging and Graphics, Elsevier, Vol. 37(7-8):538--551, December 2013.

  19. F. Blanc, V. Noblet, B. Jung, F. Rousseau, F. Renard, B. Bourre, N. Longato, N. Cremel, L. Di Bitonto, C. Kleitz, N. Collongues, J. Foucher, S. Kremer, J. Armspach, J. de Seze. White matter atrophy and cognitive dysfunctions in neuromyelitis optica, PLoS ONE, Public Library of Science, Vol. 7(4):33878, April 2012.

  20. S. Faisan, C. Heinrich, F. Rousseau, A. Lallement, J. Zallat. Joint filtering-estimation of Stokes vector images based on a non-local means approach, Journal of the Optical Society of America A, Optical Society of America, Vol. 29(9):2028--2037, September 2012.

  21. P. Habas, J. Scott, A. Roosta, V. Rajagopalan, K. Kim, F. Rousseau, J. Barkovich, O. Glenn, C. Studholme. Early folding patterns and asymmetries of the normal human brain detected from in utero MRI, Cerebral Cortex, Oxford University Press, Vol. 22(1):13--25, January 2012.

  22. E. Oubel, M. Koob, C. Studholme, J. Dietemann, F. Rousseau. Reconstruction of Scattered Data in Fetal Diffusion MRI, Medical Image Analysis, Elsevier, Vol. 16(1):28--37, January 2012.

  23. V. Rajagopalan, J. Scott, P. Habas, K. Kim, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Mapping directionality specific volume changes using tensor based morphometry: An application to the study of gyrogenesis and lateralization of the human fetal brain, NeuroImage, Elsevier, Vol. 63(2):947--958, November 2012.

  24. B. Caldairou, N. Passat, P. Habas, C. Studholme, F. Rousseau. A non-local fuzzy segmentation method: Application to brain MRI, Pattern Recognition, Elsevier, Vol. 44(9):1916--1927, 2011.

  25. K. Kim, P. Habas, V. Rajagopalan, J. Scott, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Bias Field Inconsistency Correction of Motion-Scattered Multislice MRI for Improved 3D Image Reconstruction, IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE), Vol. 30(9):1704--1712, September 2011.

  26. F. Leroy, J. Mangin, F. Rousseau, H. Glasel, L. Hertz-Pannier, J. Dubois, G. Dehaene-Lambertz. Atlas-Free Surface Reconstruction of the Cortical Grey- White Interface in Infants, PLoS ONE, Public Library of Science, Vol. 11(6):27128, November 2011.

  27. N. Passat, B. Naegel, F. Rousseau, M. Koob, J. Dietemann. Interactive segmentation based on component-trees, Pattern Recognition, Elsevier, Vol. 44(10--11):2539--2554, 2011.

  28. F. Rousseau, P. Habas, C. Studholme. A supervised patch-based approach for human brain labeling, IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE), Vol. 30(10):1852--1862, October 2011.

  29. V. Rajagopalan, J. Scott, P. Habas, K. Kim, J. Corbett-Detig, F. Rousseau, J. Barkovich, O. Glenn, C. Studholme. Local Tissue Growth Patterns Underlying Normal Fetal Human Brain Gyrification Quantified In Utero, Journal of Neuroscience, Society for Neuroscience, Vol. 31(8):2878--2887, February 2011.

  30. F. Blanc, V. Noblet, B. Jung, F. Rousseau, F. Renard, B. Bourre, N. Longato, N. Cremel, L. Di Bitonto, C. Kleitz, N. Collongues, J. Foucher, S. Kremer, J. Armspach, J. de Seze. Neuromyélite optique de Devic, troubles cognitifs et imagerie cérébrale par résonance magnétique, Revue Neurologique, Elsevier Masson, Vol. 167(S1):7--8, January 2011.

  31. P. Habas, K. Kim, J. Corbett-Detig, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. A spatiotemporal atlas of MR intensity, tissue probability and shape of the fetal brain with application to segmentation, NeuroImage, Elsevier, Vol. 53(2):460--470, 2010.

  32. P. Habas, K. Kim, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Atlas-Based Segmentation of Developing Tissues in the Human Brain with Quantitative Validation in Young Fetuses, Human Brain Mapping, Wiley - Blackwell, Vol. 31(9):1348--1358, 2010.

  33. K. Kim, P. Habas, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Intersection Based Motion Correction of Multislice MRI for 3-D in Utero Fetal Brain Image Formation, IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE), Vol. 29(1):146--158, January 2010.

  34. F. Rousseau. A non-local approach for image super-resolution using intermodality priors, Medical Image Analysis, Elsevier, Vol. 14(4):594--605, 2010.

  35. S. Sharma, V. Noblet, F. Rousseau, F. Heitz, L. Rumbach, J. Armspach. Evaluation of Brain Atrophy Estimation Algorithms using Simulated Ground-Truth Data, Medical Image Analysis, Elsevier, Vol. 14(3):373--389, June 2010.

  36. A. Maudsley, A. Darkazanli, J. Alger, L. Hall, N. Schuff, C. Studholme, Y. Yu, A. Ebel, A. Frew, D. Goldgof, Y. Gu, R. Pagare, F. Rousseau, K. Sivasankaran, B. Soher, P. Weber, K. Young, X. Zhu. Comprehensive processing, display and analysis for in vivo MR spectroscopic imaging, NMR in Biomedicine, John Wiley & Sons, Vol. 19(4):492-503, 2006.

  37. F. Rousseau, O. Glenn, B. Iordanova, C. Rodriguez-Carranza, D. Vigneron, J. Barkovich, C. Studholme. Registration-Based Approach for Reconstruction of High-Resolution In Utero Fetal MR Brain Images, Academic Radiology, Elsevier, Vol. 13(9):1072--1081, 2006.

  38. F. Rousseau, P. Hellier, C. Barillot. A Novel Temporal Calibration Method for 3-D Ultrasound, IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE), Vol. 25(8):1108-1112, 2006.

  39. F. Rousseau, P. Hellier, M. Letteboer, W. Niessen, C. Barillot. Quantitative Evaluation of Three Calibration Methods for 3-D Freehand Ultrasound, IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers (IEEE), Vol. 25(11):1492--1501, November 2006.

  40. F. Rousseau, P. Hellier, C. Barillot. Confhusius: a robust and fully automatic calibration method for 3D freehand ultrasound, Medical Image Analysis, Elsevier, Vol. 9(1):25--38, 2005.

Book chapters

  1. F. Rousseau, C. Studholme, R. Jardri, M. E. Thomason. In Vivo Fetal Brain Analysis Using MR Imaging, in Fetal Development, Research on Brain and Behavior, Environmental Influences, and Emerging Technologies, N. Reissland and B. Kisilevsky (Eds), Chap 20, pp. 407-427, Springer 2016.
  2. S. Faisan, F. Rousseau, C. Heinrich, J. Zallat. Polarimetric image processing by non-local means, dans Regularization and Bayesian methods for inverse problems in signal and image processing, Chap. 3, J.-F. Giovannelli et J. Idier (Eds.), ISTE, 2015.
  3. S. Faisan, F. Rousseau, C. Heinrich, J. Zallat. Restauration d’images polarimétriques optiques par moyennes non-locales, dans Méthodes d’inversion appliquées au traitement du signal et de l’image, Chap. 3, pp. 79--102, J.-F. Giovannelli, J. Idier (Eds.), Hermes, December 2013.

     

Thesis

  1. F. Rousseau. Méthodes d’analyse d’images pour l’anatomie numérique cérébrale, HDR, Université de Strasbourg, 2014.

     

  2. F. Rousseau. Méthodes d'analyse d'images et de calibration pour l'échographie 3D en mode main libre, PhD thesis, Université de Rennes 1, 2003.

     

Conferences

  1. L. Soustelle, J. Lamy, P. Loureiro de Sousa, F. Rousseau, J.-P. Armspach. Long-T2 suppression based on saturation and diffusion in a steady-state 3D-UTE sequence. In International Society for Magnetic Resonance in Medicine (ISMRM), 2017.
  2. L. Soustelle, P. Loureiro de Sousa, J. Lamy, , M. Santin, F. Rousseau, J.-P. Armspach. Myelin and cortical bone short-T2 quantification using saturation and diffusion-based long-T2 suppression in steady-state 3D-UTE sequence. In International Society for Magnetic Resonance in Medicine (ISMRM), 2017.
  3. L. Soustelle, J. Lamy, P. Loureiro de Sousa, F. Rousseau, J.-P. Armspach. Inversion-non-Recovery (InoR) method for long-T2 suppression in a steady-state 3D-UTE sequence for short-T2 imaging. In International Society for Magnetic Resonance in Medicine (ISMRM), 2017.
  4. C.-H. Pham, A. Ducournau, R. Fablet, F. Rousseau, Brain MRI Super-Resolution using Deep 3D Convolutional Networks, IEEE ISBI 2017.
  5. P.-H. Conze, F. Tilquin, V. Noblet, F. Rousseau, F. Heitz, P. Pessaux. Hierarchical Multi-Scale Supervoxel Matching using Random Forests for Automatic Semi-Dense Abdominal Image Registration, IEEE ISBI, 2017
  6. L. Soustelle, P. Loureiro de Sousa, S. Koehler, C. Po, F. Rousseau, J.-P. Armspach. Minimum-Time VERSE Pulse Correction for Slice Selectivity Improvement in 2D-UTE Imaging. In International Society for Magnetic Resonance in Medicine (ISMRM), 2016.
  7. J. L. Tobias Quiroz, A. Ducournau, F. Rousseau, G. Mercier, R. Fablet. Convolutional neural networks for object recognition on mobile devices: a case study. ICPR 2016.
  8. P.-H. Conze, V. Noblet, F. Rousseau, F. Heitz, R. Memeo, P. Pessaux. Random Forests on Hierarchical Multi-Scale Supervoxels for Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans, IEEE ISBI, 2016
  9. P.-H. Conze, F. Rousseau, V. Noblet, F. Heitz, R. Memeo, P. Pessaux. Semi-automatic liver tumor segmentation in dynamic contrast-enhanced CT scans using random forest and supervoxels. Machine Learning in Medical Imaging (MLMI), 2015.
  10. R. Fablet, F. Rousseau. Missing data super-resolution using non-local and statistical priors, IEEE ICIP 2015.
  11. smell>R. Fablet, F. Rousseau. Non-local super-resolution of missing data in multi-sensor observations of sea surface geophysical fields, IEEE IGARSS 2015.
  12. G. Auzias, F. De Guio, P. Antonietta, F. Rousseau, J.-F. Mangin, N. Girard, J. Lefevre, O. Coulon. Model-driven parametrization of fetal cortical surfaces, IEEE ISBI 2015.
  13. P. Antonietta, G. Auzias, F. De Guio, F. Rousseau, D. Germanaud, J.-F. Mangin, N. Girard, O. Coulon, J. Lefevre, Spectral clustering based parcellation of fetal brain MRI, IEEE ISBI 2015.
  14. M. Liu, S. Seshamani, L. Harrylock, A. Kitsch, S. Miller, V. Chau, K. Poskitt, F. Rousseau, C. Studholme. Spatially adapted augmentation of age-specific atlas-based segmentation using patch-based priors, dans SPIE Medical Imaging, Vol. 9034, United States, March 2014.
  15. L. Boubchir, F. Rousseau. Unsupervised White Matter Fiber Tracts Clustering with Application on Brain MRI Data, dans IEEE ICIP, Paris, France, October 2014.
  16. F. Rousseau, D. Gounot, C. Studholme. On High-Resolution Image Estimation using Low-Resolution Brain MRI, dans International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, July 2013.
  17. F. Rousseau, C. Studholme. A Supervised Patch-based Image Reconstruction Technique: Application To Brain MRI Super-resolution, dans IEEE International Symposium on Biomedical Imaging, San Francisco, United States, April 2013.
  18. B. Caldairou, N. Passat, P. Habas, C. Studholme, M. Koob, J. Dietemann, F. Rousseau. Segmentation of the cortex in fetal MRI using a topological model, dans IEEE International Symposium on Biomedical Imaging, pp. 2045--2048, Chicago, United States, 2011.
  19. B. Caldairou, N. Passat, P. Habas, C. Studholme, M. Koob, J. Dietemann, F. Rousseau. Data-driven cortex segmentation in reconstructed fetal MRI by using structural constraints, dans CAIP 2011,  Lecture Notes in Computer Science, Vol. 6854:503--511, Séville, Spain, 2011.
  20. P. Habas, V. Rajagopalan, J. Scott, K. Kim, A. Roosta, F. Rousseau, J. Barkovich, O. Glenn, C. Studholme. Detection and mapping of delays in early cortical folding derived from in utero MRI, dans SPIE Medical Imaging,  Proc. SPIE 7962, Lake buena Vista, United States, February 2011.
  21. K. Kim, P. Habas, V. Rajagopalan, J. Scott, F. Rousseau, J. Barkovich, O. Glenn, C. Studholme. SLIMMER: SLIce MRI motion estimation and reconstruction tool for studies of fetal anatomy, dans SPIE Medical Imaging,  Proc. SPIE 7962, Lake buena Vista, United States, February 2011.
  22. J. Pontabry, F. Rousseau. Probabilistic Tractography Using Q-Ball Modeling and Particle Filtering, dans Medical Image Computing and Computer Assisted Intervention,  Lecture Notes in Computer Science, Vol. 6892:209--216, Toronto, Canada, September 2011.
  23. F. Rousseau, P. Habas, C. Studholme. Human Brain Labeling Using Image Similarities, dans 24th IEEE Conference on Computer Vision and Pattern Recognition, pp. 1081--1088, Colorado Springs, United States, June 2011.
  24. V. Rajagopalan, J. Scott, P. Habas, K. Kim, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Spatiotemporal morphometry of adjacent tissue layers with application to the study of sulcal formation, dans Medical Image Computing and Computer Assisted Intervention,  Lecture Notes in Computer Science, Vol. 6892:476--483, Toronto, Canada, September 2011.
  25. K. Kim, P. Habas, F. Rousseau, O. Glenn, J. Barkovich, M. Koob, J. Dietemann, A. Robinson, K. Poskitt, S. Miller, C. Studholme. Reconstruction of a geometrically correct diffusion tensor image of a moving human fetal brain, dans SPIE Medical Imaging 2010 : Image Processing, Vol. 7623, United States, 2010.
  26. K. Kim, P. Habas, V. Rajagopalan, J. Scott, J. Corbett-Detig, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Non-iterative relative bias correction for 3D reconstruction of in utero fetal brain MR imaging, dans IEEE Engineering in Medicine and Biology Conference, pp. 879--882, Buenos Aires, Argentine, 2010.
  27. E. Oubel, M. Koob, C. Studholme, J. Dietemann, F. Rousseau. Reconstruction of Scattered Data in Fetal Diffusion MRI, dans Medical Image Computing and Computer Assisted Intervention,  Lecture Notes in Computer Science, Vol. 6362:574--581, Pékin, Chine, 2010.
  28. F. Rousseau, K. Kim, C. Studholme. A Groupwise Super-Resolution Approach: Application to Brain MRI, dans IEEE International Symposium on Biomedical Imaging, pp. 860--863, Rotterdam, Pays-Bas, 2010.
  29. F. Rousseau, K. Kim, C. Studholme, M. Koob, J. Dietemann. On Super-Resolution for Fetal Brain MRI, dans Medical Image Computing and Computer Assisted Intervention,  Lecture Notes in Computer Science, Vol. 6362:355--362, Pékin, Chine, 2010.
  30. V. Rajagopalan, J. Scott, P. Habas, K. Kim, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Measures for characterizing directionality specific volume changes in TBM of brain growth, dans Medical Image Computing and Computer Assisted Intervention,  Lecture Notes in Computer Science, Vol. 6362:339--346, Pékin, Chine, 2010.
  31. B. Caldairou, F. Rousseau, N. Passat, P. Habas, C. Studholme, C. Heinrich. A non-local fuzzy segmentation method: Application to brain MRI, dans CAIP 2009, 13th International Conference on Computer Analysis of Images and Patterns,  Lecture Notes in Computer Science, Vol. 5702:606--613, 2009.
  32. P. Habas, K. Kim, D. Chandramohan, F. Rousseau, O. Glenn, C. Studholme. Statistical model of laminar structure for atlas-based segmentation of the fetal brain from in-utero MR images, dans Medical Imaging 2009: Image Processing, Proc. SPIE, Vol. 7259, 2009.
  33. P. Habas, K. Kim, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Atlas-based segmentation of the fetal brain from reconstructed 3D clinical MRI: Quantitative validation in young fetuses, dans 15th Annual Meeting of the Organization for Human Brain Mapping, 2009.
  34. P. Habas, K. Kim, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. A Spatio-temporal Atlas of the Human Fetal Brain with Application to Tissue Segmentation, dans Medical Image Computing and Computer Assisted Intervention,  LNCS, Vol. 5761:289--296, Londres, Royaume-Uni, 2009.
  35. K. Kim, P. Habas, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Evaluation of clinical fetal brain MRI motion correction for 3D image formation, dans 15th Annual Meeting of the Organization for Human Brain Mapping, 2009.
  36. E. Oubel, F. Rousseau, V. Noblet, M. Koob, J. Armspach, J. Dietemann. Evaluation  of  Diferent  Strategies  for  Distortion  Correction in Fetal Difusion-Weighted  Imaging, dans 12th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Londres, United Kingdom, September 2009.
  37. S. Sharma, V. Noblet, F. Rousseau, F. Heitz, L. Rumbach, J. Armspach. Use of simulated atrophy for performance analysis of brain atrophy estimation approaches, dans Medical Image Computing and Computer Assisted Intervention,  Lecture Notes in Computer Science, Vol. 5762:566--574, Londres, Royaume-Uni, September 2009.
  38. S. Sharma, V. Noblet, F. Rousseau, F. Heitz, L. Rumbach, J. Armspach. Influence of the presence of MS lesions on the measured atrophy, dans 25th Congress of the European Committee for the Treatment and Research in Multiple Sclerosis (ECTRIMS), Düsseldorf, Allemagne, 2009.
  39. F. Mkadmini, S. Faisan, N. Khlifa, F. Rousseau, K. Hamrouni, C. Meyer. Détection de régions pathologiques du massif facial à partir d’images 3D CT par une approche a contrario étendue, dans 22e Colloque GRETSI, September 2009.
  40. P. Habas, K. Kim, F. Rousseau, O. Glenn, J. Barkovich, C. Studholme. Atlas-based Segmentation of the Germinal Matrix from in Utero Clinical MRI of the Fetal Brain, dans Medical Image Computing and Computer Assisted Intervention,  LNCS, Vol. 5241:351--358, New-York, États-Unis, 2008.
  41. K. Kim, M. Hansen, P. Habas, F. Rousseau, C. Studholme. Intersection Based Registration of Slice Stacks to Form 3D Images of the Human Fetal Brain, dans International Symposium on Biomedical Imaging: From Nano to Macro, pp. 1167--1170, Paris, France, 2008.
  42. F. Rousseau, F. Blanc, J. de Seze, L. Rumbach, J. Armspach. An A Contrario Approach for Outliers Segmentation : Application to Multiple Sclerosis in MRI, dans International Symposium on Biomedical Imaging : From Nano to Macro, pp. 9--12, Paris, France, 2008.
  43. F. Rousseau. Brain Hallucination, dans European Conference on Computer Vision (ECCV),  LNCS Series, pp. 497--508, Marseille, France, 2008.
  44. F. Rousseau, S. Faisan, F. Heitz, J. Armspach, Y. Chevalier, F. Blanc, J. de Seze, L. Rumbach. An A Contrario Approach for Change Detection in 3D Multimodal Images : Application to Multiple Sclerosis in MRI, dans International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 2069--2072, Lyon, France, 2007.
  45. A. Maudsley, A. Darkazanli, J. Alger, L. Hall, N. Schuff, C. Studholme, Y. Yu, A. Frew, D. Goldgof, Y. Gu, R. Pagare, F. Rousseau, K. Sivasankaran, B. Soher, P. Weber, K. Young. Metabolic Mapping of the Brain by Volumetric MR Spectroscopic Imaging, dans International Society for Magnetic Resonance in Medicine - ISMRM, 2006.
  46. C. Rodriguez-Carranza, F. Rousseau, B. Iordanova, O. Glenn, D. Vigneron, J. Barkovich, C. Studholme. An ISO-surface folding analysis method applied to premature neonatal brain development, dans SPIE Medical Imaging 2006: Image Processing, Vol. 6144, 2006.
  47. F. Rousseau, O. Glenn, B. Iordanova, C. Rodriguez-Carranza, D. Vigneron, J. Barkovich, C. Studholme. A Novel Approach to High Resolution Fetal Brain MR Imaging, dans Medical Image Computing and Computer Assisted Intervention,  Lecture Notes in Computer Science, Vol. 3749:548-555, 2005.
  48. F. Rousseau, A. Maudsley, A. Ebel, A. Darkazanli, P. Weber, K. Sivasankaran, Y. Yu, C. Studholme. Evaluation of sub-voxel registration accuracy between MRI and 3D MR spectroscopy of the brain, dans SPIE Medical Imaging 2005: Image Processing, Vol. 5747:1213-1221, April 2005.
  49. F. Rousseau, R. Fablet, C. Barillot. Robust statistical registration of 3D ultrasound images using texture information, dans IEEE International Conference on Image Processing (ICIP), Vol. 1:581-584, 2003.
  50. F. Rousseau, P. Hellier, C. Barillot. Robust and automatic calibration method for 3D freehand ultrasound, dans Medical Image Computing and Computer Assisted Intervention,  Lecture Notes in Computer Science, Vol. 2879:440-448, 2003.
  51. F. Rousseau, P. Hellier, C. Barillot. A fully automatic calibration procedure for freehand 3D ultrasound, dans IEEE International Symposium on Biomedical Imaging, pp. 985-988, 2002.
  52. S. Adam, F. Rousseau, J. Ogier, C. Cariou, R. Mullot, J. Labiche, J. Gardes. A multi-scale and multi-orientation recognition technique applied to document interpretation application to french telephone network maps, dans IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol. 3:1509-1512, 2001.

 

Misc.

  1. P.-H. Conze, F. Rousseau, V. Noblet, F. Heitz, R. Memeo, P. Pessaux. Segmentation semi-automatique de tumeurs du foie en TDM dynamique pour l'estimation du taux de nécrose. GRETSI 2015.
  2. J. Pontabry, F. Rousseau. Étude du développement cérébral in utero à partir de données IRM, dans RFIA, Rouen, France, June 2014.
  3. J. Pontabry, F. Rousseau. Construction d'atlas en IRM de diffusion, dans ORASIS, Cluny, France, June 2013.
  4. J. Pontabry, F. Rousseau. Sélection de caractéristiques pour l'étude de la maturation cérébrale, dans ORASIS, Cluny, France, June 2013.
  5. Y. Taleb, M. Schweitzer, C. Studholme, M. Koob, J. Dietemann, F. Rousseau. Automatic Template-based Brain Extraction in Fetal MR Images, dans Human Brain Mapping, Seattle, United States, June 2013.
  6. J. Pontabry, F. Rousseau, M. Schweitzer, C. Studholme, M. Koob, J. Dietemann. Longitudinal Probabilistic Atlas of the Fetal Brain, dans Nouvelles méthodologies en imagerie du vivant, Lyon, France, December 2012.
  7. J. Chanson, F. Rousseau, N. Collongues, F. Blanc, M. Fleury, J. Lamy, J. Armspach, S. Kremer, J. de Seze. Brain MRI volume evaluation in neuromyelitis optical, clinically isolated syndrome and multiple sclerosis, dans ECTRIMS 2011, Amsterdam, Netherlands, 2011.
  8. J. Chanson, F. Rousseau, N. Collongues, B. Bourre, F. Blanc, M. Fleury, J. Armspach, S. Kremer, J. de Seze. Brain MRI Volume Evaluation in Clinically Isolated Syndrome, Multiple Sclerosis and Neuromyelitis Optica, dans American Academy of Neurology Annual Meeting, Hawaï, United States, April 2011.
  9. F. Blanc, V. Noblet, B. Jung, F. Rousseau, F. Renard, B. Bourre, N. Longato, N. Cremel, L. Di Bitonto, C. Kleitz, N. Collongues, J. Foucher, S. Kremer, J. Armspach, J. de Seze. Neuromyélite optique de Devic, troubles cognitifs et imagerie cérébrale par résonance magnétique, dans Journées des Nouveautés de la Recherche Clinique, Paris, France, 2011.
  10. F. Rousseau, P. Habas, C. Studholme. Méthode supervisée de labellisation d’images par utilisation de similarités semi-locales: Application aux images IRM cérébrales., dans GRETSI, Bordeaux, France, September 2011.
  11. F. Rousseau, E. Oubel, J. Pontabry, M. Koob, J. Dietemann. Reconstruction Methods for in-utero Fetal Brain MRI, dans Recherche en Imagerie et Technologies pour la Santé (RITS), Rennes, France, April 2011.
  12. K. Kim, P. Habas, V. Rajagopalan, J. Scott, F. Rousseau, J. Barkovich, O. Glenn, C. Studholme. Robust 3D reconstruction from motion scattered multislice MRI using second order models and structure tensor weighted kernel regression, dans MICCAI Workshop: Image Analysis of Human Brain Development, Toronto, Canada, September 2011.
  13. F. Blanc, B. Jung, V. Noblet, N. Longato, C. Kleitz, N. Cremel, F. Rousseau, S. Kremer, J. Armspach, J. de Seze. Cognitive Functions and Cerebral Volume in Neuromyelitis Optica, dans 62nd Annual Meeting of the American Academy of Neurology, Toronto, Canada, April 2010.
  14. J. de Seze, N. Collongues, J. Jeantroux, F. Rousseau, L. Xiu, F. Blanc, F. Fleury, J. Armspach, I. Namer, S. Kremer. Unconventionnal Spinal Cord and Brain MRI in Neuromyelitis Optica, dans AAN, Toronto, Canada, April 2010.
  15. J. de Seze, N. Collongues, J. Jeantroux, F. Rousseau, X. Lin, F. Blanc, J. Armspach, M. Fleury, I. Namer, S. Kremer. Unconventionnal spinal cord and brain MRI in neuromyelitis optica, dans 16th Congress of the Americas Committee for Treatment and Research in Multiple Sclerosis and European Committee for Treatment and Research in Multiple Sclerosis, Dusseldorf, Germany, September 2009.
  16. S. Kremer, F. Rousseau, N. Collongues, F. Blanc, M. Fleury, J. Armspach, J. de Seze. Brain volume evaluation in neuromyelitis optica, dans American Academy of Neurology Annual Meeting Seattle, 2009.
  17. S. Kremer, F. Rousseau, N. Collongues, F. Blanc, M. Fleury, J. Armspach, J. de Seze. Brain volume evaluation in neuromyelitis optica, dans American Academy of Neurology Annual Meeting, Seattle, United States, May 2009.
  18. E. Oubel, F. Rousseau, V. Noblet, M. Koob, J. Armspach, J. Dietemann. Evaluation of different strategies for distortion correction in fetal diffusion-weighted imaging, Image Analysis for the Developing Brain, September 2009.
  19. S. Sharma, V. Noblet, F. Rousseau, F. Heitz, L. Rumbach, J. Armspach. Evaluation of Brain Atrophy Estimation Algorithms using Simulated Ground-Truth Data, dans MICCAI workshop on Medical Image Analysis on Multiple Sclerosis (validation and methodological issues), New-York, United States, September 2008.
  20. F. Leroy, J. Mangin, F. Rousseau, H. Glasel, L. Hertz-Pannier, J. Dubois, G. Dehaene-Lambertz. Cortical Surface Segmentation in Infants by Coupled Surfaces Deformation across Feature Field, 2008.
  21. F. Rousseau, K. Kim, C. Studholme. An Example-based Approach for High-Resolution Reconstruction of Developing Brain MRI, September 2008.
  22. F. Rousseau, S. Kremer, F. Blanc, M. Fleury, J. Dietemann, J. Armspach, J. de Seze. Brain volume evaluation in neuromyelitis optica, dans ECTRIMS, France, 2008.
  23. F. Blanc, F. Rousseau, N. Holl, Y. Chevalier, H. Oesterle, M. Musacchio, C. Clerc, C. Zaenker, S. Kremer, L. Rumbach, J. de Seze, J. Armspach. QUICK : a software protocol for rapid detection of multiple sclerosis among clinical isolated syndromes using automatic analysis of MRI. Poster. Mult Scler 2007 ; 13 (suppl. 2) :  P250 ; S72., dans 23rd Congress of the European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS 07), and the 12th Annual Conference of Rehabilitation in MS., Prague, Czech Republic, October 2007.
  24. F. Rousseau, S. Faisan, F. Heitz, J. Armspach, Y. Chevalier, F. Blanc, J. de Seze, L. Rumbach. Une approche a contrario pour la détection de changements dans des images IRM multimodales 3D, dans 21ème colloque GRETSI, France, September 2007.
  25. L. Rumbach, F. Rousseau, J. de Seze, Y. Chevalier, J. Armspach. Détection automatique des changements entre deux IRM d’un même patient.  Société Française de Neurologie « Sclérose en Plaques », dans Journées Internationales de la SFN. Rev Neurol 2007 ; 163 : 721-22, Paris, France, June 2007.
  26. M. Tobie, F. Rousseau, J. Narboux, L. Rumbach, F. Heitz, J. Armspach. Quantitative evaluation of brain atrophy measurement using siena in multiple sclerosis, dans Conférences François Lhermitte « Rendez-vous de l’ARSEP », Multiple Sclerosis. Book of Abstracts, pp. 50, Paris, France, March 2007.
  27. F. Rousseau, P. Hellier, C. Barillot. Méthode de calibration automatique pour systeme échographique 3D main-libre, dans 4ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, RFIA'04, January 2004.
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