Matej Gazda

According to our database, Matej Gazda authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits.

Matej Gazda, Samuel Kadoury, Jakub Gazda, Peter Drotár

CoRR, 2024

2023

End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction.

Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

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

Matej Gazda, Máté Hires, Peter Drotár

IEEE Trans. Syst. Man Cybern. Syst., 2022

Towards annotation-efficient segmentation via image-to-image translation.

Eugene Vorontsov, Pavlo Molchanov, Matej Gazda, Christopher Beckham, Jan Kautz, Samuel Kadoury

Medical Image Anal., 2022

Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset.

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

Frontiers Neuroinformatics, 2022

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

Máté Hires, Matej Gazda, Peter Drotár, Nemuel Daniel Pah, Mohammod Abdul Motin, Dinesh Kant Kumar

Comput. Biol. Medicine, 2022

2021

Generalized eigenproblem of interval max-min (fuzzy) matrices.

Ján Plávka, Matej Gazda

Fuzzy Sets Syst., 2021

Self-Supervised Deep Convolutional Neural Network for Chest X-Ray Classification.

Matej Gazda, Ján Plávka, Jakub Gazda, Peter Drotár

IEEE Access, 2021

Mixup Augmentation for Kidney and Kidney Tumor Segmentation.

Matej Gazda, Peter Bugata, Jakub Gazda, David Hubacek, David Jozef Hresko, Peter Drotár

Proceedings of the Kidney and Kidney Tumor Segmentation - MICCAI 2021 Challenge, 2021

2019

Ensemble feature selection using election methods and ranker clustering.

Peter Drotár, Matej Gazda, Liberios Vokorokos

Inf. Sci., 2019