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Onderzoeker
Marija Habijan
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
26
Resultaten
2024
Understanding skin color bias in deep learning-based skin lesion segmentation
Marin Benčević
Marija Habijan
Irena Galić
Danilo Babin
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
2024
2022
A multi-purpose shallow convolutional neural network for chart images
Filip Bajić
Ognjen Orel
Marija Habijan
A1
Artikel in een tijdschrift
in
SENSORS
2022
AB-ResUNet+ : improving multiple cardiovascular structure segmentation from computed tomography angiography images
Marija Habijan
Irena Galić
Krešimir Romić
Hrvoje Leventić
A1
Artikel in een tijdschrift
in
APPLIED SCIENCES-BASEL
2022
Automating blood flow simulation through the aorta in patient-specific CT images
Marija Habijan
Irena Galić
C1
Conferentie
2022
Generation of artificial CT images using patch-based conditional generative adversarial networks
Marija Habijan
Irena Galic
C1
Conferentie
2022
Optimization of deep learning algorithms for the cardiovascular system image processing using residual units
Marija Habijan
Irena Galić
Aleksandra Pizurica
Danilo Babin
Proefschrift
2022
Recent progress in epicardial and pericardial adipose tissue segmentation and quantification based on deep learning : a systematic review
Marin Benčević
Irena Galić
Marija Habijan
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
APPLIED SCIENCES-BASEL
2022
Segmentation and quantification of bi-ventricles and myocardium using 3D SERes-U-Net
Marija Habijan
Irena Galic
Hrvoje Leventic
Kresimir Romic
Danilo Babin
P1
Conferentie
2022
Self-supervised learning as a means to reduce the need for labeled data in medical image analysis
Marin Benčević
Marija Habijan
Irena Galić
Aleksandra Pizurica
P1
Conferentie
2022
Using the polar transform for efficient deep learning-based aorta segmentation in CTA images
Marin Benčević
Marija Habijan
Irena Galić
Danilo Babin
P1
Conferentie
2022
2021
A survey of left atrial appendage segmentation and analysis in 3D and 4D medical images
Hrvoje Leventic
Marin Bencevic
Danilo Babin
Marija Habijan
Irena Galić
C1
Conferentie
2021
Epicardial adipose tissue segmentation from CT images with a semi-3D neural network
Marin Bencevic
Marija Habijan
Irena Galic
P1
Conferentie
2021
Impacts of biomedical hashtag-based Twitter campaign : #DHPSP utilization for promotion of open innovation in digital health, patient safety, and personalized medicine
Maria Kletecka-Pulker
Himel Mondal
Dongdong Wang
R. Gonzalo Parra
Abdulkadir Yusif Maigoro
Soojin Lee
Tushar Garg
Eoghan J. Mulholland
Hari Prasad Devkota
Bikramjit Konwar
et al.
A2
Artikel in een tijdschrift
in
CURRENT RESEARCH IN BIOTECHNOLOGY
2021
Pedestrian crosswalk detection using a column and row structure analysis in assistance systems for the visually impaired
Kresimir Romic
Irena Galic
Hrvoje Leventic
Marija Habijan
A1
Artikel in een tijdschrift
in
ACTA POLYTECHNICA HUNGARICA
2021
Training on polar image transformations improves biomedical image segmentation
Marin Benčević
Irena Galic
Marija Habijan
Danilo Babin
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2021
Whole heart segmentation using 3D FM-Pre-ResNet encoder–decoder based architecture with variational autoencoder regularization
Marija Habijan
Irena Galić
Hrvoje Leventić
Krešimir Romić
A1
Artikel in een tijdschrift
in
APPLIED SCIENCES-BASEL
2021
2020
Abdominal aortic aneurysm segmentation from CT images using modified 3D U-Net with deep supervision
Marija Habijan
Irena Galic
Hrvoje Leventic
Kresimir Romic
Danilo Babin
C1
Conferentie
2020
Centerline tracking of the single coronary artery from X-ray angiograms
Marija Habijan
Danilo Babin
Irena Galic
Hrvoje Leventic
Lazar Velicki
Milenko Cankovic
C1
Conferentie
2020
Neural network based whole heart segmentation from 3D CT images
Marija Habijan
Hrvoje Leventić
Irena Galić
Danilo Babin
A2
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS
2020
Overview of the whole heart and heart chamber segmentation methods
Marija Habijan
Danilo Babin
Irena Galić
Hrvoje Leventić
Krešimir Romić
Lazar Velicki
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
CARDIOVASCULAR ENGINEERING AND TECHNOLOGY
2020
SVM based column-level approach for crosswalk detection in low-resolution images
Kresimir Romic
Irena Galic
Hrvoje Leventic
Marija Habijan
C1
Conferentie
2020
Segmentation of phase-contrast MR images for aortic pulse wave velocity measurements
Danilo Babin
Daniel Devos
Ljiljana Platisa
Ljubomir Jovanov
Marija Habijan
Hrvoje Leventić
Wilfried Philips
C1
Conferentie
2020
2019
Adaptive thresholding for single click left atrial appendage segmentation
Kresimir Vdovjak
Hrvoje Leventic
Marija Habijan
Irena Galic
P1
Conferentie
2019
Estimation of the left ventricle volume using semantic segmentation
Marija Habijan
Hrvoje Leventic
Irena Galic
Danilo Babin
P1
Conferentie
2019
Whole heart segmentation from CT images using 3D U-Net architecture
Marija Habijan
Hrvoje Leventic
Irena Galic
Danilo Babin
P1
Conferentie
2019
КОМПЬЮТЕРНАЯ МОДЕЛЬ СЕРДЦА = Imagine heart
Irena Galic
Hrvoje Leventic
Marija Habijan
Kresimir Romic
C3
Conferentie
2019