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Research Output

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Conference article in proceeding
2014

Positive Curvature and Hamiltonian Monte Carlo

Seiler, C., Rubinstein-Salzedo, S. & Holmes, S., 2014, Advances in Neural Information Processing Systems 27. Ghahramani, Z., Welling, M., Cortes, C., Lawrence, N. D. & Weinberger, K. Q. (eds.). Curran Associates, Inc., p. 586-594 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2013

Random spatial structure of geometric deformations and Bayesian nonparametrics

Seiler, C., Pennec, X. & Holmes, S., 2013, Geometric Science of Information. Springer, p. 120-127 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Regional analysis of left ventricle function using a cardiac-specific polyaffine motion model

Mcleod, K., Seiler, C., Toussaint, N., Sermesant, M. & Pennec, X., 2013, International Conference on Functional Imaging and Modeling of the Heart. p. 483-490 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Spatio-temporal dimension reduction of cardiac motion for group-wise analysis and statistical testing

McLeod, K., Seiler, C., Sermnesant, M. & Pennec, X., 2013, International Conference on Medical Image Computing and Computer-Assisted Intervention. Pt 2 ed. Vol. 16. p. 501-8 8 p. (Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2012

A near-incompressible poly-affine motion model for cardiac function analysis

McLeod, K., Seiler, C., Sermesant, M. & Pennec, X., 2012, Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges: Third International Workshop, STACOM 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 5, 2012, Revised Selected Papers. Springer, p. 288-297 10 p. (Lecture Notes in Computer Science, Vol. 7746).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Population-based design of mandibular plates based on bone quality and morphology

Bousleiman, H., Seiler, C., Iizuka, T., Nolte, L-P. & Reyes, M., 2012, International Conference on Medical Image Computing and Computer-Assisted Intervention. Pt 1 ed. Vol. 15. p. 66-73 8 p. (Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Simultaneous multiscale polyaffine registration by incorporating deformation statistics

Seiler, C., Pennec, X. & Reyes, M., 2012, International Conference on Medical Image Computing and Computer-Assisted Intervention. Pt 2 ed. Vol. 15. p. 130-7 8 p. (Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2011

Femur specific polyaffine model to regularize the log-domain demons registration

Seiler, C., Pennec, X., Ritacco, L. & Reyes, M., 2011, Medical Imaging 2011: Image Processing: Proceedings, Volume 7962, SPIE Medical Imaging, 12-17 February 2011. Dawant, B. M. & Haynor, D. R. (eds.). SPIE, Vol. 7962. 79620G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; No. 31, Vol. 12).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Geometry-aware multiscale image registration via OBBTree-based polyaffine log-demons

Seiler, C., Pennec, X. & Reyes, M., 2011, International Conference on Medical Image Computing and Computer-Assisted Intervention. Pt 2 ed. Vol. 14. p. 631-8 8 p. (Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Mesh-based vs. image-based statistical model of appearance of the human femur: A preliminary comparison study for the creation of finite element meshes

Bonaretti, S., Seiler, C., Boichon, C., Büchler, P. & Reyes, M., 2011, Mesh Processing in Medical Image Analysis Workshop MICCAI: 2011, Toronto, Canada. HAL

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2010

Atlas-based segmentation of brain tumor images using a Markov random field-based tumor growth model and non-rigid registration

Bauer, S., Seiler, C., Bardyn, T., Buechler, P. & Reyes, M., 2010, IEEE Engineering in Medicine and Biology Society. Vol. 2010. p. 4080-3 4 p. (IEEE Engineering in Medicine and Biology Society).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Combined statistical model of bone shape and mechanical properties for bone and implant modeling

Bonaretti, S., Helgason, B., Seiler, C., Reyes, M. & Büchler, P., 2010, International Symposium on Computer Methods in Biomechanics and Biomedical Engineering: CMBBE February 2010, Valencia, Spain. HAL

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Parametric regression of 3D medical images through the exploration of non-parametric regression models

Seiler, C., Pennec, X. & Reyes, M., 2010, IEEE International Symposium on Biomedical Imaging: From Nano to Macro. IEEE, p. 452-455 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2009

Conditional variability of statistical shape models based on surrogate variables

Blanc, R., Reyes, M., Seiler, C. & Székely, G., 2009, International Conference on Medical Image Computing and Computer-Assisted Intervention. Pt 2 ed. Vol. 12. p. 84-91 8 p. (Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review