Voxel-based morphometry to detect brain atrophy in progressive mild cognitive impairment. - Anne Hämäläinen; Susanna Tervo; Marta Grau-Olivares; Eini Niskanen; Corina Pennanen; Jari Huuskonen; Miia Kivipelto; Tuomo Hänninen; Mia Tapiola; Matti Vanhanen; Merja Hallikainen; Eeva-Liisa Helkala; et al. (NeuroImage, 2007)

Cluster Analysis and Decision Trees of MR Imaging in Patients Suffering Alzheimer's. - Ali Hamou; Michael Bauer 003; Benoit Lewden; Andrew Simmons 001; Yi Zhang; Lars-Olof Wahlund; Catherine Tunnard; Iwona Kloszewska; Patrizia Mecozzi; Hilkka Soininen; Magda Tsolaki; Bruno Vellas; et al. (PAAMS (Special Sessions and Workshops), 2010)

Fast and robust multi-atlas segmentation of brain magnetic resonance images. - Jyrki Lötjönen; Robin Wolz; Juha Koikkalainen; Lennart Thurfjell; Gunhild Waldemar; Hilkka Soininen; Daniel Rueckert (NeuroImage, 2010)

Improved generation of probabilistic atlases for the expectation maximization classification. - Jyrki Lötjönen; Robin Wolz; Juha Koikkalainen; Lennart Thurfjell; Roger Lundqvist; Gunhild Waldemar; Hilkka Soininen; Daniel Rueckert (ISBI, 2011)

Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment. - Sergi G. Costafreda; Ivo D. Dinov; Zhuowen Tu; Yonggang Shi; Cheng-Yi Liu; Iwona Kloszewska; Patrizia Mecocci; Hilkka Soininen; Magda Tsolaki; Bruno Vellas; Lars-Olof Wahlund; Christian Spenger; et al. (NeuroImage, 2011)

Multi-template tensor-based morphometry: Application to analysis of Alzheimer's disease. - Juha Koikkalainen; Jyrki Lötjönen; Lennart Thurfjell; Daniel Rueckert; Gunhild Waldemar; Hilkka Soininen (NeuroImage, 2011)

Fast and robust extraction of hippocampus from MR images for diagnostics of Alzheimer's disease. - Jyrki Lötjönen; Robin Wolz; Juha Koikkalainen; Valtteri Julkunen; Lennart Thurfjell; Roger Lundqvist; Gunhild Waldemar; Hilkka Soininen; Daniel Rueckert (NeuroImage, 2011)

AddNeuroMed and ADNI: Similar patterns of Alzheimer's atrophy and automated MRI classification accuracy in Europe and North America. - Eric Westman; Andrew Simmons 001; Sebastian Muehlboeck; Patrizia Mecocci; Bruno Vellas; Magda Tsolaki; Iwona Kloszewska; Hilkka Soininen; Michael W. Weiner; Simon Lovestone; Christian Spenger; Lars-Olof Wahlund (NeuroImage, 2011)

Multivariate analysis of MRI data for Alzheimer's disease, mild cognitive impairment and healthy controls. - Eric Westman; Andrew Simmons 001; Yi Zhang; Sebastian Muehlboeck; Catherine Tunnard; Yawu Liu; D. Louis Collins; Alan C. Evans; Patrizia Mecocci; Bruno Vellas; Magda Tsolaki; Iwona Kloszewska; et al. (NeuroImage, 2011)

Hippocampal atrophy rate using an expectation maximization classifier with a disease-specific prior. - Jyrki Lötjönen; Robin Wolz; Juha Koikkalainen; Valeria Manna; Christian Ledig; Lennart Thurfjell; Roger Lundqvist; Gunhild Waldemar; Hilkka Soininen; Daniel Rueckert (ISBI, 2012)

Classification Models for Alzheimer's Disease Detection. - Christos-Nikolaos Anagnostopoulos; Ioannis Giannoukos; Christian Spenger; Andrew Simmons 001; Patrizia Mecocci; Hilkka Soininen; Iwona Kloszewska; Bruno Vellas; Simon Lovestone; Magda Tsolaki (EANN (2), 2013)

Extended boundary shift integral. - Jyrki Lötjönen; Christian Ledig; Juha Koikkalainen; Robin Wolz; Lennart Thurfjell; Hilkka Soininen; Sébastien Ourselin; Daniel Rueckert (ISBI, 2014)

The reliability of a deep learning model in clinical out-of-distribution MRI data: a multicohort study. - Gustav Mårtensson; Daniel Ferreira 003; Tobias Granberg; Lena Cavallin; Ketil Oppedal; Alessandro Padovani; Irena Rektorová; Laura Bonanni; Matteo Pardini; Milica G. Kramberger; John-Paul Taylor; Jakub Hort; et al. (CoRR, 2019)

Production of Inflected Novel Words in Older Adults With and Without Dementia. - Alexandre Nikolaev; Eve Higby; JungMoon Hyun; Minna Lehtonen; Sameer Ashaie; Merja Hallikainen; Tuomo Hänninen; Hilkka Soininen (Cogn. Sci., 2020)

A structural variation reference for medical and population genetics. - Ryan L. Collins; Harrison Brand; Konrad J. Karczewski; Xuefang Zhao; Jessica Alföldi; Laurent C. Francioli; Amit V. Khera; Chelsea Lowther; Laura D. Gauthier; Harold Wang; Nicholas A. Watts; Matthew Solomonson; et al. (Nat., 2020)

Regional Strength of Large-Scale Functional Brain Networks is Associated with Regional Volumes in Older Adults and in Alzheimer's Disease. - Giuseppe Sarli; Matteo De Marco; Merja Hallikainen; Hilkka Soininen; Giuseppe Bruno; Annalena Venneri (Brain Connect., 2021)