Supervised method to build an atlas database for multi-atlas segmentation-propagation. - Kai-Kai Shen; Pierrick Bourgeat; Jurgen Fripp; Fabrice Mériaudeau; David Ames; Kathryn A. Ellis; Colin L. Masters; Victor L. Villemagne; Christopher C. Rowe; Olivier Salvado (Computer-Aided Diagnosis, 2010)

Increasing Power to Predict Mild Cognitive Impairment Conversion to Alzheimer's Disease Using Hippocampal Atrophy Rate and Statistical Shape Models. - Kelvin K. Leung; Kai-Kai Shen; Josephine Barnes; Gerard R. Ridgway; Matthew J. Clarkson; Jurgen Fripp; Olivier Salvado; Fabrice Mériaudeau; Nick C. Fox; Pierrick Bourgeat (MICCAI (2), 2010)

Automatic Segmentation of the Prostate in 3D Magnetic Resonance Images Using Case Specific Deformable Models. - Shekhar Chandra; Jason Dowling; Kai-Kai Shen; Josien P. W. Pluim; Peter B. Greer; Olivier Salvado; Jurgen Fripp (DICTA, 2011)

Surface-Base Approach Using a Multi-scale EM-ICP Registration for Statistical Population Analysis. - Vincent Doré; Jurgen Fripp; Pierrick Bourgeat; Kai-Kai Shen; Olivier Salvado; Oscar Acosta (DICTA, 2011)

Automated 3D Segmentation of Vertebral Bodies and Intervertebral Discs from MRI. - Ales Neubert; Jurgen Fripp; Kai-Kai Shen; Olivier Salvado; Raphael Schwarz; Lars Lauer; Craig Engstrom; Stuart Crozier (DICTA, 2011)

Atlas selection strategy using least angle regression in multi-atlas segmentation propagation. - Kai-Kai Shen; Pierrick Bourgeat; Nicholas D. H. Dowson; Fabrice Mériaudeau; Olivier Salvado (ISBI, 2011)

Detecting hippocampal shape changes in Alzheimer's disease using statistical shape models. - Kai-Kai Shen; Pierrick Bourgeat; Jurgen Fripp; Fabrice Mériaudeau; Olivier Salvado (Image Processing, 2011)

Atlas selection strategy in multi-atlas segmentation propagation with locally weighted voting using diversity-based MMR re-ranking. - Kai-Kai Shen; Pierrick Bourgeat; Fabrice Mériaudeau; Olivier Salvado (Image Processing, 2011)

Automatic segmentation and shape analysis of human hippocampus in Alzheimer's disease. (Segmentation automatique et analyse de forme d'hippocampes humains dans l'étude de la maladie d'Alzheimer). - Kai-Kai Shen (2011)

Consistent estimation of shape parameters in statistical shape model by symmetric EM algorithm. - Kai-Kai Shen; Pierrick Bourgeat; Jurgen Fripp; Fabrice Mériaudeau; Olivier Salvado (Image Processing, 2012)

Detecting global and local hippocampal shape changes in Alzheimer's disease using statistical shape models. - Kai-Kai Shen; Jurgen Fripp; Fabrice Mériaudeau; Gaël Chételat; Olivier Salvado; Pierrick Bourgeat (NeuroImage, 2012)

Patient Specific Prostate Segmentation in 3-D Magnetic Resonance Images. - Shekhar S. Chandra; Jason Dowling; Kai-Kai Shen; Parnesh Raniga; Josien P. W. Pluim; Peter B. Greer; Olivier Salvado; Jurgen Fripp (IEEE Trans. Medical Imaging, 2012)

Investigating brain connectivity heritability in a twin study using diffusion imaging data. - Kai-Kai Shen; Stephen E. Rose; Jurgen Fripp; Katie L. McMahon; Greig I. de Zubicaray; Nicholas G. Martin; Paul M. Thompson; Margaret J. Wright; Olivier Salvado (NeuroImage, 2014)

Heritability analysis of surface-based cortical thickness estimation on a large twin cohort. - Kai-Kai Shen; Vincent Doré; Stephen E. Rose; Jurgen Fripp; Katie L. McMahon; Greig I. de Zubicaray; Nicholas G. Martin; Paul M. Thompson; Margaret J. Wright; Olivier Salvado (Image Processing, 2015)

Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks. - Jhimli Mitra; Kai-Kai Shen; Soumya Ghose; Pierrick Bourgeat; Jurgen Fripp; Olivier Salvado; Kerstin Pannek; D. Jamie Taylor; Jane L. Mathias; Stephen E. Rose (NeuroImage, 2016)

A spatio-temporal atlas of neonatal diffusion MRI based on kernel ridge regression. - Kai-Kai Shen; Jurgen Fripp; Kerstin Pannek; Joanne George; Paul B. Colditz; Roslyn N. Boyd; Stephen E. Rose (ISBI, 2017)

Medical Shape Pattern Analysis with MeshCNN. - Sze-Nung Leung; Jason A. Dowling; Jurgen Fripp; Kai-Kai Shen; Shekhar S. Chandra (ISBI, 2023)