Deep learning segmentation of the right ventricle in cardiac MRI: the M&Ms challenge C Martín-Isla, VM Campello, C Izquierdo, K Kushibar, C Sendra-Balcells, ... IEEE Journal of Biomedical and Health Informatics 27 (7), 3302-3313, 2023 | 51 | 2023 |
Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 33 | 2022 |
Passive microwave radiometry for the diagnosis of coronavirus disease 2019 lung complications in Kyrgyzstan B Osmonov, L Ovchinnikov, C Galazis, B Emilov, M Karaibragimov, ... Diagnostics 11 (2), 259, 2021 | 31 | 2021 |
A fully-automated paper ECG digitisation algorithm using deep learning H Wu, KHK Patel, X Li, B Zhang, C Galazis, N Bajaj, A Sau, X Shi, L Sun, ... Scientific Reports 12 (1), 20963, 2022 | 25 | 2022 |
Application of data mining and machine learning in microwave radiometry (MWR) V Levshinskii, C Galazis, L Ovchinnikov, S Vesnin, A Losev, I Goryanin Biomedical Engineering Systems and Technologies: 12th International Joint …, 2020 | 25 | 2020 |
Application of artificial intelligence in microwave radiometry (MWR) C Galazis, S Vesnin, I Goryanin 10th International Conference on Bioinformatics Models, Methods and …, 2019 | 18 | 2019 |
Using AI and passive medical radiometry for diagnostics (MWR) of venous diseases V Levshinskii, C Galazis, A Losev, T Zamechnik, T Kharybina, S Vesnin, ... Computer Methods and Programs in Biomedicine 215, 106611, 2022 | 17 | 2022 |
Dynamic weight agnostic neural networks and Medical Microwave Radiometry (MWR) for breast cancer diagnostics J Li, C Galazis, L Popov, L Ovchinnikov, T Kharybina, S Vesnin, A Losev, ... Diagnostics 12 (9), 2037, 2022 | 15 | 2022 |
Tempera: Spatial transformer feature pyramid network for cardiac MRI segmentation C Galazis, H Wu, Z Li, C Petri, AA Bharath, M Varela International Workshop on Statistical Atlases and Computational Models of …, 2021 | 11 | 2021 |
Detecting aortic valve pathology from the 3-chamber cine cardiac mri view K Vimalesvaran, F Uslu, S Zaman, C Galazis, J Howard, G Cole, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 8 | 2022 |
Using AI and BES/MFC to decrease the prediction time of BOD5 measurement I Medvedev, M Kornaukhova, C Galazis, B Lóránt, GM Tardy, A Losev, ... Environmental Monitoring and Assessment 195 (9), 1018, 2023 | 3 | 2023 |
Passive Microwave Radiometry (MWR) for diagnostics of COVID-19 lung complications B Osmonov, L Ovchinnikov, C Galazis, B Emilov, M Karaibragimov, ... medRxiv, 2020.09. 29.20202598, 2020 | 2 | 2020 |
Automatic Aortic Valve Pathology Detection from 3-Chamber Cine MRI with Spatio-Temporal Attention Maps Y On, K Vimalesvaran, C Galazis, S Zaman, J Howard, N Linton, N Peters, ... International Conference on Functional Imaging and Modeling of the Heart …, 2023 | 1 | 2023 |
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks C Galazis, S Shepperd, EJP Brouwer, S Queirós, E Alskaf, M Anjari, ... IEEE Transactions on Medical Imaging, 2025 | | 2025 |
PINNing Cerebral Blood Flow: Analysis of Perfusion MRI in Infants using Physics-Informed Neural Networks C Galazis, CE Chiu, T Arichi, AA Bharath, M Varela arXiv preprint arXiv:2410.19759, 2024 | | 2024 |
Multi-Tiered Self-Contrastive Learning for Medical Microwave Radiometry (MWR) Breast Cancer Detection C Galazis, H Wu, I Goryanin arXiv preprint arXiv:2410.04636, 2024 | | 2024 |
An artificial intelligence-based landmark model for early detection of aortic stenosis in Cardiac MRI K Vimalesvaran, A Sanchez, S Zaman, C Galazis, M Varela, N Linton, ... European Heart Journal 45 (Supplement_1), ehae666. 259, 2024 | | 2024 |
Physics-Informed Neural Networks can accurately model cardiac electrophysiology in 3D geometries and fibrillatory conditions CE Chiu, A Roy, S Cechnicka, A Gupta, AL Pinto, C Galazis, ... arXiv preprint arXiv:2409.12712, 2024 | | 2024 |
Advancing Left Atrial MRI Evaluation: 3D Motion Atlas Characterization Using an Unsupervised Image Registration Network C Galazis, E Alskaf, A Chiribiri, A Bharath, J Lee, M Varela Journal of Cardiovascular Magnetic Resonance 26, 2024 | | 2024 |
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural Networks C Galazis, S Shepperd, E Brouwer, S Queirós, E Alskaf, M Anjari, ... arXiv preprint arXiv:2312.09387, 2023 | | 2023 |