Roman Vyškovský

Anomaly Detection Algorithm for Real-World Data and Evidence in Clinical Research: Implementation, Evaluation, and Validation Study

Vendula Churová, Roman Vyškovský, Kateřina Maršálová et al. · JMIR Medical Informatics · 2021 · 22 citations · Full text

Computing, Data Science, Health Informatics +17

Random Subspace Ensemble Artificial Neural Networks for First-episode Schizophrenia Classification

Roman Vyškovský, Daniel Schwarz, Eva Janoušová et al. · Annals of Computer Science and Information Systems · 2016 · 16 citations · Full text

Computing, Computer Science, Psychiatry +17

Brain Morphometry Methods for Feature Extraction in Random Subspace Ensemble Neural Network Classification of First-Episode Schizophrenia

Roman Vyškovský, Daniel Schwarz, Tomáš Kašpárek · Neural Computation · 2019 · 14 citations · Full text

Computing, Computer Science, Psychiatry +17

Structural MRI-Based Schizophrenia Classification Using Autoencoders and 3D Convolutional Neural Networks in Combination with Various Pre-Processing Techniques

Roman Vyškovský, Daniel Schwarz, Vendula Churová et al. · Brain Sciences · 2022 · 13 citations · Full text

Medicine, Neuroscience, Psychiatry +17

Dynamics of allergy development during the first 5 years of life

Markéta Vrbová, Petra Dorociaková, Roman Vyškovský et al. · European Journal of Pediatrics · 2018 · 10 citations

Life Sciences, Human Development, Immunology +14