RNDr. Roman Vyškovský, Ph.D.

2022

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

  VYŠKOVSKÝ Roman SCHWARZ Daniel CHUROVÁ Vendula KAŠPÁREK Tomáš

  Article in Periodical

  Brain Sciences, year: 2022, volume: 12, edition: 5, DOI

2021

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

  CHUROVÁ Vendula VYŠKOVSKÝ Roman MARŠÁLOVÁ Kateřina KUDLÁČEK David SCHWARZ Daniel

  Article in Periodical

  JMIR MEDICAL INFORMATICS, year: 2021, volume: 9, edition: 5, DOI

2019

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

  VYŠKOVSKÝ Roman SCHWARZ Daniel KAŠPÁREK Tomáš

  Article in Periodical

  Neural Computation, year: 2019, volume: 31, edition: 5, DOI

• Tools for development of interactive web-based maps: application in healthcare

  KAROLYI Matěj KREJČÍ Jan ŠČAVNICKÝ Jakub VYŠKOVSKÝ Roman KOMENDA Martin

  Article in Proceedings

  WSCG'2019 - 27. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2019, year: 2019

2018

• Dynamics of allergy development during the first 5 years of life

  VRBOVÁ Markéta DOROCIAKOVÁ Petra VYŠKOVSKÝ Roman MURINOVA PALKOVICOVA Lubica ČIŽNÁR Peter RAUSOVA Katarina MCNABB Scott J. N. REICHRTOVA Eva BUDINSKÁ Eva THON Vojtěch

  Article in Periodical

  European journal of pediatrics, year: 2018, volume: 177, edition: 9, DOI

2017

• Towards a Keyword Extraction in Medical and Healthcare Education

  KOMENDA Martin KAROLYI Matěj VYŠKOVSKÝ Roman JEŽOVÁ Kateřina ŠČAVNICKÝ Jakub

  Article in Proceedings

  Federated Conference on Computer Science and Information Systems (FedCSIS), year: 2017

2016

• Artificial Neural Networks for First-episode Schizophrenia Classification Based on MRI Data

  VYŠKOVSKÝ Roman JANOUŠOVÁ Eva SCHWARZ Daniel

  Conference abstract

  Year: 2016, type: Conference abstract

• Random Subspace Ensemble Artificial Neural Networks for Firstepisode Schizophrenia Classification

  VYŠKOVSKÝ Roman SCHWARZ Daniel JANOUŠOVÁ Eva KAŠPÁREK Tomáš

  Article in Proceedings

  Annals of Computer Science and Information Systems, Volume 8 : Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, year: 2016