Tomás Kaspárek

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 6

Top Topics

Nearest Neighbor Classifiers

Machine Learning

Automated Classification

Top Venues

Publications

Pavla Linhartová, Adéla Látalová, Barbora Kósa, Tomás Kaspárek, Christian Schmahl, Christian Paret
fMRI neurofeedback in emotion regulation: A literature review. NeuroImage 193 (2019)
Roman Vyskovský, Daniel Schwarz, Tomás Kaspárek
Brain Morphometry Methods for Feature Extraction in Random Subspace Ensemble Neural Network Classification of First-Episode Schizophrenia. Neural Comput. 31 (5) (2019)
Petra Zemánková, Jan Losák, Kristína Czekóová, Ovidiu V. Lungu, Martin Jáni, Tomás Kaspárek, Martin Bares
Theory of Mind Skills Are Related to Resting-State Frontolimbic Connectivity in Schizophrenia. Brain Connect. 8 (6) (2018)
Petr Dluhos, Daniel Schwarz, Wiepke Cahn, Neeltje E. M. van Haren, René S. Kahn, Filip Spaniel, Jirí Horácek, Tomás Kaspárek, Hugo G. Schnack
Multi-center machine learning in imaging psychiatry: A meta-model approach. NeuroImage 155 (2017)
Roman Vyskovský, Daniel Schwarz, Eva Janousová, Tomás Kaspárek
Random Subspace Ensemble Artificial Neural Networks for First-episode Schizophrenia Classification. FedCSIS (2016)
Eva Janousová, Daniel Schwarz, Giovanni Montana, Tomás Kaspárek
Brain image classification based on automated morphometry and penalised linear discriminant analysis with resampling. FedCSIS (2015)
Daniel Schwarz, Tomás Kaspárek
Brain morphometry of MR images for automated classification of first-episode schizophrenia. Inf. Fusion 19 (2014)
Daniel Schwarz, Tomás Kaspárek
Multilevel block matching technique with the use of generalized partial volume interpolation for nonlinear intersubject registration of MRI brain images. EUSIPCO (2008)
Daniel Schwarz, Tomás Kaspárek
Automated tissue classification in MRI brain images with the use of deformable registration. EUSIPCO (2007)
Daniel Schwarz, Tomás Kaspárek
Brain Tissue Classification with Automated Generation of Training Data Improved by Deformable Registration. CAIP (2007)
Daniel Schwarz, Tomás Kaspárek, Ivo Provaznik, J. Jarkovsky
A Deformable Registration Method for Automated Morphometry of MRI Brain Images in Neuropsychiatric Research. IEEE Trans. Medical Imaging 26 (4) (2007)