Máté Hireš

Convolutional neural network ensemble for Parkinson's disease detection from voice recordings

Máté Hireš, Matej Gazda, Peter Drotár et al. · Computers in Biology and Medicine · 2021 · 133 citations

Engineering, Machine Learning, Data Science +13

Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson’s Disease Diagnosis From Offline Handwriting

Matej Gazda, Máté Hireš, Peter Drotár · IEEE Transactions on Systems Man and Cybernetics Systems · 2021 · 80 citations

On the inter-dataset generalization of machine learning approaches to Parkinson's disease detection from voice

Máté Hireš, Peter Drotár, Nemuel Daniel Pah et al. · International Journal of Medical Informatics · 2023 · 24 citations

Engineering, Machine Learning, Data Science +14

Deep convolutional neural network for detection of pathological speech

Lukáš Vavrek, Máté Hireš, Dinesh Kumar et al. · 2021 · 23 citations

Engineering, Machine Learning, Diagnosis +17

Voice-Specific Augmentations for Parkinson’s Disease Detection Using Deep Convolutional Neural Network

Máté Hireš, Matej Gazda, Lukáš Vavrek et al. · 2022 · 14 citations