Conference2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
MembersA hierarchical coarse-to-fine whisper adaptation framework for ALS dysarthria severity estimation Cross-Lingual Parkinson’s Disease Detection from Voice Using Few-Shot Metric Learning Detection of Covert Hepatic Encephalopathy from Voice and Speech Us- ing Stability-Driven Feature Selection and XGBoost Learned Next-Frame Prediction of Free-Breathing Liver MRI for Motion-Compensated Guidance Through-Plane Slice Completion in Liver and Cardiac MRI: Interpolation Baselines, a 3D Autoencoder, and Segmentation-Aware Evaluation Augmented speech generalization in parkinson's disease detection Diagnostic potential of speech artificial intelligence analysis in minimal hepatic encephalopathy Evaluating Dysgraphia Level Using Handwriting Dynamics Prospective evaluation of speech as a digital biomarker for covert hepatic encephalopathy. Ensemble of convolutional neural networks for Parkinson’s disease diagnosis from offline handwriting On the inter-dataset generalization of machine learning approaches to Parkinson's disease detection from voice Voice-specific augmentations for Parkinson’s disease detection using deep convolutional neural network Convolutional neural network ensemble for parkinson's disease detection from voice recordings Multiple-fine-tuned convolutional neural networks for parkinson’s disease diagnosis from offline handwriting
Ing. Máté Hireš, PhD.
Máté Hireš is an Assistant Professor at the Department of Computers and Informatics at the Technical University of Košice. He received Ph.D. degree in computer science from the Faculty of Electrical Engineering and Informatics, Technical University of Kosice, focusing on diagnosis of Parkinson's disease from voice using deep learning techniques. His research interests include neural networks and deep learning, biomedical signal analysis and biomedical decision support systems.
Research interests
- Machine Learning
- Deep Learning
- Biomedical Signal Processing
- Speech Analysis
- Handwriting Analysis
- Digital Biomarkers
- Computer-Aided Diagnosis
- Medical Artificial Intelligence
Publications
18 publications · 2019–2026
2026
5ConferenceElectrical Engineering and Informatics 17
ConferenceInternational Vocal Biomarkers Conference
ConferenceElectrical Engineering and Informatics 17
ConferenceElectrical Engineering and Informatics 17
2025
5Conference2025 IEEE 38th International Symposium on Computer-Based Medical Systems.
JournalJournal of Hepatology.
ConferenceIEEE 12th International Joint Conference on Cybernetics and Computational Cybernetics, Cyber-Medical Systems
Handwriting-Based Classification of Hepatic Encephalopathy Using Nonlinear Complexity Features
Conference2025 IEEE 38th International Symposium on Computer-Based Medical Systems.
Journalnpj Digital Medicine.
2023
3ConferenceThe 20th Conference of the International Graphonomics Society.
JournalInternational Journal of Medical Informatics
ConferenceSAMI 2022
2022
2JournalComputers in Biology and Medicine
JournalIEEE Transactions on Systems, Man, and Cybernetics