Matej Gazda

Orcid: 0000-0002-8405-7017

According to our database1, Matej Gazda authored at least 14 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

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Bibliography

2025
Large-scale modality-invariant foundation models for brain MRI analysis: Application to lesion segmentation.
CoRR, November, 2025

echoGAN: Extending the field of view in Transthoracic Echocardiography through conditional GAN-based outpainting.
Comput. Methods Programs Biomed., 2025

Utilization of Diffusion Models for Noise Reduction in Ultrasound Images.
Proceedings of the Fourteenth International Conference on Image Processing, 2025

2024
Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits.
CoRR, 2024

2023
End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction.
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.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Towards annotation-efficient segmentation via image-to-image translation.
Medical Image Anal., 2022

Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset.
Frontiers Neuroinformatics, 2022

Convolutional neural network ensemble for Parkinson's disease detection from voice recordings.
Comput. Biol. Medicine, 2022

2021
Controllable and tolerable generalized eigenvectors of interval max-plus matrices.
Kybernetika, 2021

Generalized eigenproblem of interval max-min (fuzzy) matrices.
Fuzzy Sets Syst., 2021

Self-Supervised Deep Convolutional Neural Network for Chest X-Ray Classification.
IEEE Access, 2021

Mixup Augmentation for Kidney and Kidney Tumor Segmentation.
Proceedings of the Kidney and Kidney Tumor Segmentation - MICCAI 2021 Challenge, 2021

2019
Ensemble feature selection using election methods and ranker clustering.
Inf. Sci., 2019


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