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Marija Habijan

Observed names: Habijan (G23), Marija, Habijan, Marija, M. Habijan
ORCID: 0000-0002-3754-498X
Observed ORCID: 0000-0002-3754-498X
OpenAlex ID: A5055227189
Machine Learning Empowering Personalized Medicine: A Comprehensive Review of Medical Image Analysis Methods
2023 · Irena Galić, Marija Habijan, et al. · Electronics · 98
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Understanding skin color bias in deep learning-based skin lesion segmentation
2024 · Marin Benčević, Marija Habijan, et al. · Computer Methods and Programs in Biomedicine · 72
Training on Polar Image Transformations Improves Biomedical Image Segmentation
2021 · Marin Bencevic, Irena Galic, et al. · IEEE Access · 69
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Overview of the Whole Heart and Heart Chamber Segmentation Methods
2020 · Marija Habijan, Danilo Babin, et al. · Cardiovascular Engineering and Technology · 48
Whole Heart Segmentation from CT images Using 3D U-Net architecture
2019 · Marija Habijan, Hrvoje Leventic, et al. · International Conference on Systems, Signals and Image Processing · 31
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Whole Heart Segmentation Using 3D FM-Pre-ResNet Encoder–Decoder Based Architecture with Variational Autoencoder Regularization
2021 · Marija Habijan, Irena Galić, et al. · Applied Sciences · 26
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Impacts of biomedical hashtag-based Twitter campaign: #DHPSP utilization for promotion of open innovation in digital health, patient safety, and personalized medicine
2021 · Maria Kletecka-Pulker, Himel Mondal, et al. · Current Research in Biotechnology · 26
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Recent Progress in Epicardial and Pericardial Adipose Tissue Segmentation and Quantification Based on Deep Learning: A Systematic Review
2022 · Marin Benčević, Irena Galić, et al. · Applied Sciences · 20
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Abdominal Aortic Aneurysm Segmentation from CT Images using Modified 3D U-Net with Deep Supervision
2020 · Marija Habijan, Irena Galic, et al. · International Symposium ELMAR · 16
A Multi-Purpose Shallow Convolutional Neural Network for Chart Images
2022 · Filip Bajić, Ognjen Orel, et al. · Sensors · 15
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AB-ResUNet+: Improving Multiple Cardiovascular Structure Segmentation from Computed Tomography Angiography Images
2022 · Marija Habijan, Irena Galić, et al. · Applied Sciences · 15
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Self-supervised Learning as a Means to Reduce the Need for Labeled Data in Medical Image Analysis
2022 · Marin Bencevic, Marija Habijan, et al. · European Signal Processing Conference (EUSIPCO) · 13
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Epicardial Adipose Tissue Segmentation from CT Images with A Semi-3D Neural Network
2021 · Marin Bencevic, Marija Habijan, et al. · International Symposium ELMAR · 12
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Advancements in Computer-Aided Diagnosis of Celiac Disease: A Systematic Review
2024 · Ivana Hartmann Tolić, Marija Habijan, et al. · Biomimetics · 11
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Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images
2022 · Marin Bencevic, Marija Habijan, et al. · International Symposium ELMAR · 9
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Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks
2022 · Marija Habijan, Irena Galic · International Conference on Smart and Sustainable Technologies (SpliTech) · 8
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Heart Sound Classification using Deep Learning
2023 · Marija Habijan, Irena Galić, et al. · International Conference on Smart and Sustainable Technologies (SpliTech) · 6
Centerline Tracking of the Single Coronary Artery from X-ray Angiograms
2020 · Marija Habijan, Danilo Babin, et al. · International Symposium ELMAR · 5
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Harmful Brain Activity Classification Using Ensemble Deep Learning
2024 · Marija Habijan, Robert Šojo, et al. · International Symposium ELMAR · 4
Pedestrian Crosswalk Detection Using a Column and Row Structure Analysis in Assistance Systems for the Visually Impaired
2021 · Krešimir Romić, Irena Galić, et al. · Acta Polytechnica Hungarica · 4
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Estimation of the Left Ventricle Volume Using Semantic Segmentation
2019 · Marija Habijan, Hrvoje Leventic, et al. · International Symposium ELMAR · 4
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A synthetic dataset of different chart types for advancements in chart identification and visualization
2024 · Filip Bajić, Marija Habijan, et al. · Data in Brief · 3
Segmentation and Quantification of Bi-Ventricles and Myocardium Using 3D SERes-U-Net
2022 · Marija Habijan, Irena Galić, et al. · Communications in computer and information science · 3
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Segmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements
2020 · Danilo Babin, Daniel Devos, et al. · Lecture notes in computer science · 3
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Augmenting Crosswalk Segmentation With Diffusion-Generated Data for Adverse Weather and Lighting Conditions
2025 · Krešimir Romić, Hrvoje Leventić, et al. · IEEE Access · 2
Works count: 62
Citation count: 539
H-index: 12
I10-index: 14
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