Ensemble feature selection using election methods and ranker clustering P Drotár, M Gazda, L Vokorokos Information Sciences 480, 365-380, 2019 | 99 | 2019 |
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 |
Self-supervised deep convolutional neural network for chest X-ray classification M Gazda, J Plavka, J Gazda, P Drotar IEEE Access 9, 151972-151982, 2021 | 67 | 2021 |
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 |
Towards annotation-efficient segmentation via image-to-image translation E Vorontsov, P Molchanov, M Gazda, C Beckham, J Kautz, S Kadoury Medical Image Analysis 82, 102624, 2022 | 17 | 2022 |
Comparison of CNN-learned vs. handcrafted features for detection of Parkinson's disease dysgraphia in a multilingual dataset Z Galaz, P Drotar, J Mekyska, M Gazda, J Mucha, V Zvoncak, Z Smekal, ... Frontiers in Neuroinformatics 16, 877139, 2022 | 12 | 2022 |
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 |
Heterogeneous ensemble feature selection based on weighted Borda count P Drotár, M Gazda, J Gazda 2017 9th International Conference on Information Technology and Electrical …, 2017 | 10 | 2017 |
Mixup Augmentation for Kidney and Kidney Tumor Segmentation M Gazda, P Bugata, J Gazda, D Hubacek, DJ Hresko, P Drotar Kidney and Kidney Tumor Segmentation: MICCAI 2021 Challenge, KiTS 2021, Held …, 2022 | 9 | 2022 |
Treatment response to ursodeoxycholic acid in primary biliary cholangitis: A systematic review and meta-analysis J Gazda, S Drazilova, M Gazda, M Janicko, T Koky, M Macej, M Carbone, ... Digestive and Liver Disease 55 (10), 1318-1327, 2023 | 8 | 2023 |
Artificial intelligence and its application to minimal hepatic encephalopathy diagnosis J Gazda, P Drotar, S Drazilova, J Gazda, M Gazda, M Janicko, P Jarcuska Journal of Personalized Medicine 11 (11), 1090, 2021 | 8 | 2021 |
External validation of UDCA response score in Slovak and Croatian patients with primary biliary cholangitis J Gazda, M Janicko, S Drazilova, I Grgurevic, TF Kanizaj, T Koller, ... Canadian Journal of Gastroenterology and Hepatology 2021 (1), 9928065, 2021 | 6 | 2021 |
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 |
Generalized eigenproblem of interval max-min (fuzzy) matrices J Plavka, M Gazda Fuzzy Sets and Systems 410, 27-44, 2021 | 2 | 2021 |
End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction M Gazda, P Drotar, LV Romaguera, S Kadoury 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 1 | 2023 |
Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits M Gazda, S Kadoury, J Gazda, P Drotar arXiv preprint arXiv:2405.20981, 2024 | | 2024 |
Research Article External Validation of UDCA Response Score in Slovak and Croatian Patients with Primary Biliary Cholangitis J Gazda, M Janicko, S Drazilova, I Grgurevic, TF Kanizaj, T Koller, ... | | 2021 |
Controllable and tolerable generalized eigenvectors of interval max-plus matrices M Gazda, J Plavka Kybernetika 57 (6), 922-938, 2021 | | 2021 |