Hierarchical Markov Random Fields Applied to Model Soft Tissue Deformations on Graphics Hardware. - Christof Seiler; Philippe Büchler; Lutz-Peter Nolte; Mauricio Reyes 001; Rasmus R. Paulsen (Recent Advances in the 3D Physiological Human, 2009)

Conditional Variability of Statistical Shape Models Based on Surrogate Variables. - Rémi Blanc; Mauricio Reyes 001; Christof Seiler; Gábor Székely (MICCAI (1), 2009)

Parametric regression of 3D medical images through the exploration of non-parametric regression models. - Christof Seiler; Xavier Pennec; Mauricio Reyes 001 (ISBI, 2010)

Geometry-Aware Multiscale Image Registration via OBBTree-Based Polyaffine Log-Demons. - Christof Seiler; Xavier Pennec; Mauricio Reyes 001 (MICCAI (2), 2011)

Femur specific polyaffine model to regularize the log-domain demons registration. - Christof Seiler; Xavier Pennec; Lucas E. Ritacco; Mauricio Reyes 001 (Image Processing, 2011)

Population-Based Design of Mandibular Plates Based on Bone Quality and Morphology. - Habib Bousleiman; Christof Seiler; Tateyuki Iizuka; Lutz-Peter Nolte; Mauricio Reyes 001 (MICCAI (1), 2012)

A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis. - Kristin McLeod; Christof Seiler; Maxime Sermesant; Xavier Pennec (STACOM, 2012)

Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics. - Christof Seiler; Xavier Pennec; Mauricio Reyes 001 (MICCAI (2), 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 001 (Medical Image Anal., 2012)

Capturing the multiscale anatomical shape variability with polyaffine transformation trees. - Christof Seiler; Xavier Pennec; Mauricio Reyes 001 (Medical Image Anal., 2012)

Trees on Geometrical Deformations to Model the Statistical Variability of Organs in Medical Images. - Christof Seiler (2012)

Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model. - Kristin McLeod; Christof Seiler; Nicolas Toussaint; Maxime Sermesant; Xavier Pennec (FIMH, 2013)

Random Spatial Structure of Geometric Deformations and Bayesian Nonparametrics. - Christof Seiler; Xavier Pennec; Susan P. Holmes (GSI, 2013)

Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing. - Kristin McLeod; Christof Seiler; Maxime Sermesant; Xavier Pennec (MICCAI (2), 2013)

Positive Curvature and Hamiltonian Monte Carlo. - Christof Seiler; Simon Rubinstein-Salzedo; Susan P. Holmes (NIPS, 2014)

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)

Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game. - Alexander G. Reisach; Christof Seiler; Sebastian Weichwald (NeurIPS, 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! Varsortability in Additive Noise Models. - Alexander G. Reisach; Christof Seiler; Sebastian Weichwald (CoRR, 2021)

Conformal Regression in Calorie Prediction for Team Jumbo-Visma. - Kristian van Kuijk; Mark Dirksen; Christof Seiler (COPA, 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 (NeurIPS, 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)