Matej Gazda

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Convolutional Neural Network

Tumor Segmentation

Deformable Surface

Polyhedral Objects

Top Venues

Frontiers Neuroinformatics

Medical Image Anal.

Publications

Matej Gazda, Samuel Kadoury, Jakub Gazda, Peter Drotár
Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits. CoRR (2024)
Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury
End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction. CoRR (2023)
Matej Gazda, Peter Drotár, Liset Vázquez Romaguera, Samuel Kadoury
End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction. ISBI (2023)
Matej Gazda, Máté Hires, Peter Drotár
Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson's Disease Diagnosis From Offline Handwriting. IEEE Trans. Syst. Man Cybern. Syst. 52 (1) (2022)
Máté Hires, Matej Gazda, Peter Drotár, Nemuel Daniel Pah, Mohammod Abdul Motin, Dinesh Kant Kumar
Convolutional neural network ensemble for Parkinson's disease detection from voice recordings. Comput. Biol. Medicine 141 (2022)
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
Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset. Frontiers Neuroinformatics 16 (2022)
Eugene Vorontsov, Pavlo Molchanov, Matej Gazda, Christopher Beckham, Jan Kautz, Samuel Kadoury
Towards annotation-efficient segmentation via image-to-image translation. Medical Image Anal. 82 (2022)
Matej Gazda, Jakub Gazda, Ján Plávka, Peter Drotár
Self-supervised deep convolutional neural network for chest X-ray classification. CoRR (2021)
Matej Gazda, Peter Bugata, Jakub Gazda, David Hubacek, David Jozef Hresko, Peter Drotár
Mixup Augmentation for Kidney and Kidney Tumor Segmentation. KiTS@MICCAI (2021)
Ján Plávka, Matej Gazda
Generalized eigenproblem of interval max-min (fuzzy) matrices. Fuzzy Sets Syst. 410 (2021)
Matej Gazda, Ján Plávka, Jakub Gazda, Peter Drotár
Self-Supervised Deep Convolutional Neural Network for Chest X-Ray Classification. IEEE Access 9 (2021)
Peter Drotár, Matej Gazda, Liberios Vokorokos
Ensemble feature selection using election methods and ranker clustering. Inf. Sci. 480 (2019)