Convolutional neural network ensemble for Parkinson's disease detection from voice recordings M Hireš, M Gazda, P Drotár, ND Pah, MA Motin, DK Kumar Computers in biology and medicine 141, 105021, 2022 | 76 | 2022 |
Multiple-fine-tuned convolutional neural networks for Parkinson’s disease diagnosis from offline handwriting M Gazda, M Hireš, P Drotár IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (1), 78-89, 2021 | 62 | 2021 |
Deep convolutional neural network for detection of pathological speech L Vavrek, M Hires, D Kumar, P Drotár 2021 IEEE 19th world symposium on applied machine intelligence and …, 2021 | 23 | 2021 |
Voice-specific augmentations for Parkinson’s disease detection using deep convolutional neural network M Hireš, M Gazda, L Vavrek, P Drotár 2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and …, 2022 | 10 | 2022 |
On the inter-dataset generalisation of machine learning approaches to Parkinson's disease detection from voice M Hireš, P Drotár, ND Pah, QC Ngo, D Kumar International Journal of Medical Informatics, 2023 | 6* | 2023 |
Brief Overview of Neural Networks for Medical Applications M Hireš, P Bugata, M Gazda, DJ Hreško, R Kanász, L Vavrek, P Drotár Acta Electrotechnica et Informatica 22 (2), 34-44, 2022 | 2 | 2022 |
Ensemble of convolutional neural networks for Parkinson’s disease diagnosis from offline handwriting M Gazda, M Hires, P Drotár | 2 | 2022 |
OS-036-YI Diagnostic potential of speech artificial intelligence analysis in minimal hepatic encephalopathy J Gazda, P Drotar, M Hires, S Drazilova, M Janicko, P Jarčuška Journal of Hepatology 80, S29, 2024 | 1 | 2024 |
Robustness of Interval Monge Matrices in Fuzzy Algebra M Hireš, M Molnárová, P Drotár Mathematics 8 (4), 652, 2020 | | 2020 |