Peter Drotar

Employment

• Technical University of Kosice associate profesor
  2015 - Present
• Brno University of Technology post-doc researcher
  2012 - 2015
• Honeywell International scientist
  2010 - 2012

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (24)

• Grading of Developmental Dysgraphia Severity in Children: Multimodal Dataset and Classifier Fusion
  IEEE Transactions on Cognitive and Developmental Systems 2026 DOI: 10.1109/TCDS.2025.3597742
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• A Strong Linear Baseline for Whole-Heart Cardiac Shape Completion on CT, With an Open Eleven-Structure Statistical Shape Model
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3733448
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• echoGAN: Extending the field of view in Transthoracic Echocardiography through conditional GAN-based outpainting
  Computer Methods and Programs in Biomedicine 2025 DOI: 10.1016/j.cmpb.2025.108869
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• Augmented Speech Generalization in Parkinson's Disease Detection
  2025 DOI: 10.1109/CBMS65348.2025.00089
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• Handwriting-Based Classification of Hepatic Encephalopathy Using Nonlinear Complexity Features
  2025 DOI: 10.1109/CBMS65348.2025.00054
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• Evaluating Dysgraphia Level Using Handwriting Dynamics
  2025 DOI: 10.1109/ICCC64928.2025.10999142
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• Enhanced Domain Adaptation for Foot Ulcer Segmentation Through Mixing Self-Trained Weak Labels
  Journal of Imaging Informatics in Medicine 2024 DOI: 10.1007/s10278-024-01193-9
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• BucketAugment: Reinforced Domain Generalisation in Abdominal CT Segmentation
  IEEE Open Journal of Engineering in Medicine and Biology 2024 DOI: 10.1109/OJEMB.2024.3397623
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• Bankruptcy prediction using ensemble of autoencoders optimized by genetic algorithm
  PeerJ Computer Science 2023 DOI: 10.7717/peerj-cs.1257
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• Refined Mixup Augmentation for Diabetic Foot Ulcer Segmentation
  2023 DOI: 10.1007/978-3-031-26354-5_8
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• Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson’s Disease Diagnosis From Offline Handwriting
  IEEE Transactions on Systems, Man, and Cybernetics: Systems 2022 DOI: 10.1109/TSMC.2020.3048892
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• Feature Selection Based on a Sparse Neural-Network Layer With Normalizing Constraints
  IEEE Transactions on Cybernetics 2022 DOI: 10.1109/tcyb.2021.3087776
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• Self-supervised deep convolutional neural network for chest X-ray classification
  2021
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• Self-Supervised Deep Convolutional Neural Network for Chest X-Ray Classification
  IEEE Access 2021 DOI: 10.1109/ACCESS.2021.3125324
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• Dysgraphia detection through machine learning
  Scientific Reports 2020 DOI: 10.1038/s41598-020-78611-9
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• Bankruptcy prediction for small- and medium-sized companies using severely imbalanced datasets
  Economic Modelling 2020 DOI: 10.1016/j.econmod.2019.04.003
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• Ensemble feature selection using election methods and ranker clustering
  Information Sciences 2019 DOI: 10.1016/j.ins.2018.12.033
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• Weighted nearest neighbors feature selection
  Knowledge-Based Systems 2019 DOI: 10.1016/j.knosys.2018.10.004
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• Single-Class Bankruptcy Prediction Based on the Data from Annual Reports
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018 DOI: 10.1007/978-3-030-03493-1_37
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• Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson's disease
  Artificial Intelligence in Medicine 2016 DOI: 10.1016/j.artmed.2016.01.004
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