Matej Gazda

17 papers Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Large-scale modality-invariant foundation models for brain MRI analysis: Application to lesion segmentation.
CoRR
Petros Koutsouvelis, Matej Gazda, Leroy Volmer, Sina Amirrajab, Kamil Barbierik, Branislav Setlák, Jakub Gazda, Peter Drotár
2025 J jnl
Prospective evaluation of speech as a digital biomarker for covert hepatic encephalopathy.
npj Digit. Medicine
Jakub Gazda, Juan Carlos García-Pagan, Sylvia Drazilova, Peter Drotár, Máté Hires, Matej Gazda, Martin Janicko, Anna Baiges, Peter Jarcuska
2025 — conf
Utilization of Diffusion Models for Noise Reduction in Ultrasound Images.
IPTA
Branislav Setlák, Peter Drotár, Matej Gazda
2025 J jnl
echoGAN: Extending the field of view in Transthoracic Echocardiography through conditional GAN-based outpainting.
Comput. Methods Programs Biomed.
Matej Gazda, Jakub Gazda, Samuel Kadoury, Róbert Kanász, Peter Drotár
2024 J jnl
Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits.
CoRR
Matej Gazda, Samuel Kadoury, Jakub Gazda, Peter Drotár
2023 — conf
End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction.
ISBI
Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury
2023 J jnl
End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction.
CoRR
Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury
2022 J jnl
Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset.
Frontiers Neuroinformatics
Zoltan Galaz, Peter Drotár, Jirí Mekyska, Matej Gazda, Jan Mucha, Vojtech Zvoncak, Zdenek Smékal, Marcos Faúndez-Zanuy, Reinel Castrillon, Juan Rafael Orozco-Arroyave, Steven Z. Rapcsak, Tamas Kincses, Lubos Brabenec, Irena Rektorová
2022 J jnl
Convolutional neural network ensemble for Parkinson's disease detection from voice recordings.
Comput. Biol. Medicine
Máté Hires, Matej Gazda, Peter Drotár, Nemuel Daniel Pah, Mohammod Abdul Motin, Dinesh Kant Kumar
2022 J jnl
Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson's Disease Diagnosis From Offline Handwriting.
IEEE Trans. Syst. Man Cybern. Syst.
Matej Gazda, Máté Hires, Peter Drotár
2022 J jnl
Towards annotation-efficient segmentation via image-to-image translation.
Medical Image Anal.
Eugene Vorontsov, Pavlo Molchanov, Matej Gazda, Christopher Beckham, Jan Kautz, Samuel Kadoury
2021 J jnl
Controllable and tolerable generalized eigenvectors of interval max-plus matrices.
Kybernetika
Matej Gazda, Ján Plávka
2021 J jnl
Generalized eigenproblem of interval max-min (fuzzy) matrices.
Fuzzy Sets Syst.
Ján Plávka, Matej Gazda
2021 — conf
Mixup Augmentation for Kidney and Kidney Tumor Segmentation.
KiTS@MICCAI
Matej Gazda, Peter Bugata, Jakub Gazda, David Hubacek, David Jozef Hresko, Peter Drotár
2021 J jnl
Self-Supervised Deep Convolutional Neural Network for Chest X-Ray Classification.
IEEE Access
Matej Gazda, Ján Plávka, Jakub Gazda, Peter Drotár
2021 J jnl
Self-supervised deep convolutional neural network for chest X-ray classification.
CoRR
Matej Gazda, Jakub Gazda, Ján Plávka, Peter Drotár
2019 J jnl
Ensemble feature selection using election methods and ranker clustering.
Inf. Sci.
Peter Drotár, Matej Gazda, Liberios Vokorokos