ConferenceElectrical Engineering and Informatics 17
Members
A Small-Data Benchmark of Masked and Cyclic Self-Supervised Pretraining for Data-Scarce Cardiac Imaging A strong linear baseline for whole-heart cardiac shape completion on CT, with an open eleven-structure statistical shape model Large-scale modality-invariant foundation models for brain mri analysis: application to lesion segmentation Learned Next-Frame Prediction of Free-Breathing Liver MRI for Motion-Compensated Guidance Learning from the Body’s Rhythms: Biological-Cycle Priors for Data-Scarce Dynamic MRI Through-Plane Slice Completion in Liver and Cardiac MRI: Interpolation Baselines, a 3D Autoencoder, and Segmentation-Aware Evaluation Utilization of diffusion models for noise reduction in ultrasound images Echogan: extending the field of view in transthoracic echocardiography through conditional gan-based outpainting Prospective evaluation of speech as a digital biomarker for covert hepatic encephalopathy. End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction Treatment response to ursodeoxycholic acid in primary biliary cholangitis: A systematic review and meta-analysis Ensemble of convolutional neural networks for Parkinson’s disease diagnosis from offline handwriting Towards annotation-efficient segmentation via image-to-image translation Voice-specific augmentations for Parkinson’s disease detection using deep convolutional neural network Convolutional neural network ensemble for parkinson's disease detection from voice recordings Generalized eigenproblem of interval max-min (fuzzy) matrices Mixup augmentation for kidney and kidney tumor segmentation Multiple-fine-tuned convolutional neural networks for parkinson’s disease diagnosis from offline handwriting
Ing. Matej Gazda, PhD.
Assistant Professor
Matej Gazda received the B.Sc. and M.Sc. degrees in Computer Modelling from Technical University of Kosice, Slovakia, in 2017 and 2019 respectively. Currently, he is a PhD student in informatics at the Department of Computers and Informatics, Technical University of Kosice. He focuses on applications of AI in medical imaging in various disciplines, such as segmentation, localisation and diagnostics.
Research interests
- Handwriting and speech analysis
- Feature selection
- Medical imaging
Publications
22 publications · 2017–2026
2026
7JournalIEEE Access
Conference2026 IEEE 23rd International Symposium on Biomedical Imaging
ConferenceElectrical Engineering and Informatics 17
ConferenceElectrical Engineering and Informatics 17
ConferenceElectrical Engineering and Informatics 17
Conference2025 Fourteenth International Conference on Image Processing, Theory, Tools and Applications.
2025
2JournalComputer methods and programs in biomedicine.
Journalnpj Digital Medicine.
2024
2Conference2023 IEEE 20th International Symposium on Biomedical Imaging.
JournalDigestive and Liver Disease
2023
3ConferenceThe 20th Conference of the International Graphonomics Society.
JournalMedical Image Analysis
ConferenceSAMI 2022
2022
4JournalComputers in Biology and Medicine
JournalFuzzy Sets and Systems.
ConferenceKidney and Kidney Tumor Segmentation.
JournalIEEE Transactions on Systems, Man, and Cybernetics