Pregled po projektu: Metode za interpretaciju medicinskih snimki za detaljnu analizu zdravlja srca (IMAGINEHEART) (MB: UIP-2017-05-4968)
Pronađeno 27 radova
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1.Benčević, Marin; Qiu, Yuming; Galić, Irena; Pizurica, AleksandraSegment-then-Segment: Context-Preserving Crop-Based Segmentation for Large Biomedical Images // Sensors, 23 (2023), 2; 633, 16 doi:10.3390/s23020633 (međunarodna recenzija, članak, znanstveni)
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2.Novoselnik, Filip; Leventic, Hrvoje; Galic, Irena; Babin, Danilo3D U-Net based method for fast segmentation of whole heart from CT images // 2022 International Symposium ELMAR
Zagreb: Institute of Electrical and Electronics Engineers (IEEE), 2022. str. 159-164 doi:10.1109/elmar55880.2022.9899815 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
3.Benčević, Marin; Habijan, Marija; Galić, Irena; Pizurica, AleksandraSelf-supervised Learning as a Means to Reduce the Need for Labeled Data in Medical Image Analysis // 2022 30th European Signal Processing Conference (EUSIPCO)
Beograd, Srbija: Institute of Electrical and Electronics Engineers (IEEE), 2022. str. 1328-1332 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
4.Bencevic, Marin; Habijan, Marija; Galic, Irena; Babin, DaniloUsing the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images // International Symposium on Electronics in Marine (ELMAR)
Zadar, Hrvatska: Institute of Electrical and Electronics Engineers (IEEE), 2022. str. 191-194 doi:10.1109/elmar55880.2022.9899786 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
5.Habijan, Marija; Galic, IrenaGeneration of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks // 7th International Conference on Smart and Sustainable Technologies (SpliTech)
Bol, Hrvatska: Institute of Electrical and Electronics Engineers (IEEE), 2022. str. 1-5 doi:10.23919/splitech55088.2022.9854249 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
6.Benčević, Marin; Galić, Irena; Habijan, Marija; Pižurica, AleksandraRecent Progress in Epicardial and Pericardial Adipose Tissue Segmentation and Quantification Based on Deep Learning: A Systematic Review // Applied Sciences, 12 (2022), 10; 5217-5243 doi:10.3390/app12105217 (međunarodna recenzija, članak, znanstveni)
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7.Habijan, Marija; Galić, Irena; Romić, Krešimir; Leventić, HrvojeAB-ResUNet+: Improving Multiple Cardiovascular Structure Segmentation from Computed Tomography Angiography Images // Applied Sciences, 12 (2022), 6; 3024, 18 doi:10.3390/app12063024 (međunarodna recenzija, članak, znanstveni)
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8.Habijan, Marija; Galić, Irena; Leventić, Hrvoje; Romić, Krešimir; Babin, DaniloSegmentation and Quantification of Bi-Ventricles and Myocardium Using 3D SERes-U-Net // Systems, Signals and Image Processing / Gregor Rozinaj, Radoslav Vargic (ur.).
Bratislava: Springer, 2022. str. 3-14 doi:10.1007/978-3-030-96878-6_1 -
9.Habijan, Marija; Galic, IrenaAutomating Blood Flow Simulation Through the Aorta in Patient-specific CT Images // Proceedings of the 55th Hawaii International Conference on System Sciences 2022
Honolulu (HI): ScholarSpace, 2022. str. 3642-3650 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
10.Leventić, Hrvoje; Benčević, Marin; Babin, Danilo; Habijan, Marija; Galić, IrenaA Survey of Left Atrial Appendage Segmentation and Analysis in 3D and 4D Medical Images // The 28th International Conference on Systems, Signals and Image Processing
Bratislava, Slovačka, 2021. doi:10.48448/f5ff-rj97 (predavanje, međunarodna recenzija, neobjavljeni rad, znanstveni) -
11.Grubeša, MarkoSegmentacija srčanih komora iz 2D MRI slika pomoću U-Net konvolucijske neuronske mreže, 2021., diplomski rad, Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek, Osijek
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12.Omrčen, Luka; Leventić, Hrvoje; Romić, Krešimir; Galić, IrenaIntegration of Blockchain and AI in EHR sharing: A survey // Proceedings ELMAR-2021 / Muštra, Mario ; Vuković, Josip ; Zovko-Cihlar, Branka (ur.).
Zagreb: Croatia Society Electronics in Marine - ELMAR, 2021. str. 155-160 doi:10.1109/elmar52657.2021.9550953 (predavanje, recenziran, cjeloviti rad (in extenso), znanstveni) -
13.Benčević, Marin; Habijan, Marija; Galić, IrenaEpicardial Adipose Tissue Segmentation from CT Images with A Semi-3D Neural Network // 2021 International Symposium ELMAR
Zadar, Hrvatska: Institute of Electrical and Electronics Engineers (IEEE), 2021. str. 87-90 doi:10.1109/elmar52657.2021.9550936 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
14.Benčević, Marin; Galić, Irena; Habijan, Marija; Babin, DaniloTraining on Polar Image Transformations Improves Biomedical Image Segmentation // IEEE Access, 9 (2021), 133365-133375 doi:10.1109/access.2021.3116265 (međunarodna recenzija, članak, znanstveni)
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15.Habijan, Marija; Galić, Irena; Leventić, Hrvoje; Romić, KrešimirWhole Heart Segmentation Using 3D FM-Pre-ResNet Encoder–Decoder Based Architecture with Variational Autoencoder Regularization // Applied Sciences, 11 (2021), 9; 3912, 21 doi:10.3390/app11093912 (međunarodna recenzija, članak, znanstveni)
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16.Topić, TamaraSegmentacija lijevog atrija iz LGE MRI pomoću konvolucijske neuronske mreže, 2020., diplomski rad, Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek, Osijek
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17.Habijan, Marija; Babin, Danilo; Galić, Irena; Leventić, Hrvoje; Romić, Krešimir; Velicki, Lazar; Pižurica, AleksandraOverview of the Whole Heart and Heart Chamber Segmentation Methods // Cardiovascular Engineering and Technology, 11 (2020), 6; 725-747 doi:10.1007/s13239-020-00494-8 (međunarodna recenzija, pregledni rad, znanstveni)
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18.Habijan, Marija; Galic, Irena; Leventic, Hrvoje; Romic, Kresimir; Babin, DaniloAbdominal Aortic Aneurysm Segmentation from CT Images using Modified 3D U-Net with Deep Supervision // 2020 International Symposium ELMAR
Zadar: Institute of Electrical and Electronics Engineers (IEEE), 2020. str. 123-128 doi:10.1109/elmar49956.2020.9219015 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
19.Habijan, Marija; Babin, Danilo; Galic, Irena; Leventic, Hrvoje; Velicki, Lazar; Cankovic, MilenkoCenterline Tracking of the Single Coronary Artery from X-ray Angiograms // 2020 International Symposium ELMAR
Zadar: Institute of Electrical and Electronics Engineers (IEEE), 2020. str. 117-122 doi:10.1109/elmar49956.2020.9219025 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
20.Benčević, MarinSegmentacija epikardijalne masti, 2020., diplomski rad, Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek, Osijek
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21.Habijan, Marija; Leventić, Hrvoje; Galić, Irena; Babin, DaniloNeural Network based Whole Heart Segmentation from 3D CT images // International journal of electrical and computer engineering systems, 11 (2020), 1; 25-31 doi:10.32985/ijeces (međunarodna recenzija, članak, znanstveni)
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22.Babin, Danilo; Devos, Daniel; Platiša, Ljiljana; Jovanov, Ljubomir; Habijan, Marija; Leventić, Hrvoje; Philips, WilfriedSegmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements // International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2020)
Auckland, Novi Zeland: Springer, 2020. str. 77-86 doi:10.1007/978-3-030-40605-9_7 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
23.Leventić, HrvojeSegmentacija i analiza lijevog srcanog aurikula iz kardiovaskularnih CT snimaka, 2019., doktorska disertacija, Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek, Osijek
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24.Galić, Irena; Leventić, Hrvoje; Habijan, Marija; Romić, KrešimirIMAGINE HEART // Thesis of reports SCIENTIFIC-PRACTICAL CONFERENCE OF RUSSIAN AND CROATIAN SCIENTISTS / Korotčenko N. A. (ur.).
Moskva, 2019. str. 147-148 (plenarno, podatak o recenziji nije dostupan, sažetak, znanstveni) -
25.Habijan, Marija; Leventić, Hrvoje; Galić, Irena; Babin, DaniloEstimation of the Left Ventricle Volume using Semantic Segmentation // ELMAR 2019
Zadar, 2019. str. 39-44 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
