Máté Hireš

Employment

• Technical University of Košice Assistant Professor
  2023 - Present

Education

• Technical University of Košice PhD
  2019 - 2023
• Technical University of Košice M. Sc.
  2017 - 2019

Projects & Funding

Projects & funding information is unavailable.

Publications (14)

• A Hierarchical Coarse-to-Fine Whisper Adaptation Framework for ALS Dysarthria Severity Estimation
  ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2026 DOI: 10.1109/icassp55912.2026.11463559
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• Prospective evaluation of speech as a digital biomarker for covert hepatic encephalopathy
  npj Digital Medicine 2025 DOI: 10.1038/s41746-025-02276-9
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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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• Diagnostic potential of speech artificial intelligence analysis in minimal hepatic encephalopathy
  Journal of Hepatology 2024 DOI: 10.1016/s0168-8278(24)00477-x
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• On the inter-dataset generalisation of machine learning approaches to Parkinson's disease detection from voice
  Máté Hireš, Peter Drotár, Nemuel Daniel Pah

  +2 more

  • Quoc Cuong Ngo
  • Dinesh Kumar
  International Journal of Medical Informatics 2023 DOI: 10.1016/j.ijmedinf.2023.105237
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• Brief Overview of Neural Networks for Medical Applications
  Acta Electrotechnica et Informatica 2022 DOI: 10.2478/aei-2022-0010
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• Voice-Specific Augmentations for Parkinson’s Disease Detection Using Deep Convolutional Neural Network
  2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI) 2022 DOI: 10.1109/sami54271.2022.9780856
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• Convolutional neural network ensemble for Parkinson's disease detection from voice recordings
  Máté Hireš, Matej Gazda, Peter Drotár +3 more
  Computers in Biology and Medicine 2022 DOI: 10.1016/j.compbiomed.2021.105021
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• Ensemble of convolutional neural networks for Parkinson’s disease diagnosis from offline handwriting
  IGS2021: The 20th Conference of the International Graphonomics Society 2022
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• Deep convolutional neural network for detection of pathological speech
  Lukáš Vavrek, Máté Hireš, Dinesh Kumar +1 more
  2021 IEEE 19th World Symposium on Applied Machine Intelligence and Informatics (SAMI) 2021 DOI: 10.1109/SAMI50585.2021.9378656
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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 2021 DOI: 10.1109/TSMC.2020.3048892
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• Robustness of Interval Monge Matrices in Fuzzy Algebra
  Mathematics 2020 DOI: 10.3390/math8040652
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