Publications
Total number of publications: 8
2022
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Structural MRI-Based Schizophrenia Classification Using Autoencoders and 3D Convolutional Neural Networks in Combination with Various Pre-Processing Techniques
Brain Sciences, year: 2022, volume: 12, edition: 5, DOI
2021
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Anomaly Detection Algorithm for Real-World Data and Evidence in Clinical Research: Implementation, Evaluation, and Validation Study
JMIR MEDICAL INFORMATICS, year: 2021, volume: 9, edition: 5, DOI
2019
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Brain Morphometry Methods for Feature Extraction in Random Subspace Ensemble Neural Network Classification of First-Episode Schizophrenia
Neural Computation, year: 2019, volume: 31, edition: 5, DOI
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Tools for development of interactive web-based maps: application in healthcare
WSCG'2019 - 27. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2019, year: 2019
2018
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Dynamics of allergy development during the first 5 years of life
European journal of pediatrics, year: 2018, volume: 177, edition: 9, DOI
2017
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Towards a Keyword Extraction in Medical and Healthcare Education
Federated Conference on Computer Science and Information Systems (FedCSIS), year: 2017
2016
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Artificial Neural Networks for First-episode Schizophrenia Classification Based on MRI Data
Year: 2016, type: Conference abstract
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Random Subspace Ensemble Artificial Neural Networks for Firstepisode Schizophrenia Classification
Annals of Computer Science and Information Systems, Volume 8 : Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, year: 2016