Christof Seiler

According to our database, Christof Seiler authored at least 22 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Simple Sorting Criteria Help Find the Causal Order in Additive Noise Models.

Alexander G. Reisach, Myriam Tami, Christof Seiler, Antoine Chambaz, Sebastian Weichwald

CoRR, 2023

A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models.

Alexander G. Reisach, Myriam Tami, Christof Seiler, Antoine Chambaz, Sebastian Weichwald

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Conformal Regression in Calorie Prediction for Team Jumbo-Visma.

Kristian van Kuijk, Mark Dirksen, Christof Seiler

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2021

Beware of the Simulated DAG! Varsortability in Additive Noise Models.

Alexander G. Reisach, Christof Seiler, Sebastian Weichwald

CoRR, 2021

CytoGLMM: conditional differential analysis for flow and mass cytometry experiments.

Christof Seiler, Anne-Maud Ferreira, Lisa M. Kronstad, Laura J. Simpson, Mathieu Le Gars, Elena Vendrame, Catherine A. Blish, Susan P. Holmes

BMC Bioinform., 2021

Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game.

Alexander G. Reisach, Christof Seiler, Sebastian Weichwald

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2018

Multi-Table Differential Correlation Analysis of Neuroanatomical and Cognitive Interactions in Turner Syndrome.

Christof Seiler, Tamar Green, David Hong, Lindsay Chromik, Lynne Huffman, Susan P. Holmes, Allan L. Reiss

Neuroinformatics, 2018

2014

Positive Curvature and Hamiltonian Monte Carlo.

Christof Seiler, Simon Rubinstein-Salzedo, Susan P. Holmes

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing.

Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Random Spatial Structure of Geometric Deformations and Bayesian Nonparametrics.

Christof Seiler, Xavier Pennec, Susan P. Holmes

Proceedings of the Geometric Science of Information - First International Conference, 2013

Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model.

Kristin McLeod, Christof Seiler, Nicolas Toussaint, Maxime Sermesant, Xavier Pennec

Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012

Trees on Geometrical Deformations to Model the Statistical Variability of Organs in Medical Images.

Christof Seiler

PhD thesis, 2012

Capturing the multiscale anatomical shape variability with polyaffine transformation trees.

Christof Seiler, Xavier Pennec, Mauricio Reyes

Medical Image Anal., 2012

Statistical model based shape prediction from a combination of direct observations and various surrogates: Application to orthopaedic research.

Rémi Blanc, Christof Seiler, Gábor Székely, Lutz-Peter Nolte, Mauricio Reyes

Medical Image Anal., 2012

Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics.

Christof Seiler, Xavier Pennec, Mauricio Reyes

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis.

Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Population-Based Design of Mandibular Plates Based on Bone Quality and Morphology.

Habib Bousleiman, Christof Seiler, Tateyuki Iizuka, Lutz-Peter Nolte, Mauricio Reyes

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011

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

Christof Seiler, Xavier Pennec, Lucas E. Ritacco, Mauricio Reyes

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Geometry-Aware Multiscale Image Registration via OBBTree-Based Polyaffine Log-Demons.

Christof Seiler, Xavier Pennec, Mauricio Reyes

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010

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

Christof Seiler, Xavier Pennec, Mauricio Reyes

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

Conditional Variability of Statistical Shape Models Based on Surrogate Variables.

Rémi Blanc, Mauricio Reyes, Christof Seiler, Gábor Székely

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Hierarchical Markov Random Fields Applied to Model Soft Tissue Deformations on Graphics Hardware.

Christof Seiler, Philippe Büchler, Lutz-Peter Nolte, Mauricio Reyes, Rasmus R. Paulsen

Proceedings of the Recent Advances in the 3D Physiological Human, 2009