Prati
Marija Habijan
Marija Habijan
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Potvrđena adresa e-pošte na ferit.hr
Naslov
Citirano
Citirano
Godina
Training on polar image transformations improves biomedical image segmentation
M Benčević, I Galić, M Habijan, D Babin
IEEE access 9, 133365-133375, 2021
412021
Overview of the whole heart and heart chamber segmentation methods
M Habijan, D Babin, I Galić, H Leventić, K Romić, L Velicki, A Pižurica
Cardiovascular engineering and technology 11, 725-747, 2020
342020
Whole heart segmentation from CT images using 3D U-net architecture
M Habijan, H Leventić, I Galić, D Babin
2019 International Conference on Systems, Signals and Image Processing …, 2019
292019
Impacts of biomedical hashtag-based Twitter campaign:# DHPSP utilization for promotion of open innovation in digital health, patient safety, and personalized medicine
M Kletecka-Pulker, H Mondal, D Wang, RG Parra, AY Maigoro, S Lee, ...
Current Research in Biotechnology 3, 146-153, 2021
172021
Abdominal aortic aneurysm segmentation from ct images using modified 3d u-net with deep supervision
M Habijan, I Galić, H Leventić, K Romić, D Babin
2020 International Symposium ELMAR, 123-128, 2020
142020
Self-supervised learning as a means to reduce the need for labeled data in medical image analysis
M Benčević, M Habijan, I Galić, A Pizurica
2022 30th European Signal Processing Conference (EUSIPCO), 1328-1332, 2022
132022
Whole heart segmentation using 3d fm-pre-resnet encoder–decoder based architecture with variational autoencoder regularization
M Habijan, I Galić, H Leventić, K Romić
Applied Sciences 11 (9), 3912, 2021
122021
A multi-purpose shallow convolutional neural network for chart images
F Bajić, O Orel, M Habijan
Sensors 22 (20), 7695, 2022
102022
Recent progress in epicardial and pericardial adipose tissue segmentation and quantification based on deep learning: a systematic review
M Benčević, I Galić, M Habijan, A Pižurica
Applied Sciences 12 (10), 5217, 2022
92022
AB-ResUNet+: Improving Multiple Cardiovascular Structure Segmentation from Computed Tomography Angiography Images
M Habijan, I Galić, K Romić, H Leventić
Applied Sciences 12 (6), 3024, 2022
82022
Epicardial adipose tissue segmentation from CT images with a semi-3D neural network
M Benčević, M Habijan, I Galić
2021 International Symposium ELMAR, 87-90, 2021
82021
Using the polar transform for efficient deep learning-based aorta segmentation in CTA images
M Benčević, M Habijan, I Galić, D Babin
2022 International Symposium ELMAR, 191-194, 2022
72022
Generation of artificial CT images using patch-based conditional generative adversarial networks
M Habijan, I Galić
2022 7th International Conference on Smart and Sustainable Technologies …, 2022
62022
Machine learning empowering personalized medicine: A comprehensive review of medical image analysis methods
I Galić, M Habijan, H Leventić, K Romić
Electronics 12 (21), 4411, 2023
52023
Centerline tracking of the single coronary artery from x-ray angiograms
M Habijan, D Babin, I Galic, H Leventić, L Velicki, M Čanković
2020 International Symposium ELMAR, 117-121, 2020
52020
Pedestrian crosswalk detection using a column and row structure analysis in assistance systems for the visually impaired
K Romic, I Galic, H Leventic, M Habijan
Acta Polytechnica Hungarica 18 (7), 25-45, 2021
42021
Segmentation and quantification of bi-ventricles and myocardium using 3d seres-u-net
M Habijan, I Galić, H Leventić, K Romić, D Babin
International Conference on Systems, Signals and Image Processing, 3-14, 2021
32021
Neural network based whole heart segmentation from 3D CT images
M Habijan, H Leventić, I Galić, D Babin
International journal of electrical and computer engineering systems 11 (1 …, 2020
32020
Segmentation of phase-contrast mr images for aortic pulse wave velocity measurements
D Babin, D Devos, L Platiša, L Jovanov, M Habijan, H Leventić, W Philips
International Conference on Advanced Concepts for Intelligent Vision Systems …, 2020
32020
Estimation of the left ventricle volume using semantic segmentation
M Habijan, H Leventić, I Galić, D Babin
2019 International Symposium ELMAR, 39-44, 2019
32019
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