Research Explorer

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Researcher

Marija Habijan

Awards & Distinctions

26 Results

2024

Understanding skin color bias in deep learning-based skin lesion segmentation

Marin BenčevićMarija HabijanIrena GalićDanilo BabinAleksandra Pizurica

A1 Journal Article in COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

2022

A multi-purpose shallow convolutional neural network for chart images

Filip BajićOgnjen OrelMarija Habijan

A1 Journal Article in SENSORS

AB-ResUNet+ : improving multiple cardiovascular structure segmentation from computed tomography angiography images

Marija HabijanIrena GalićKrešimir RomićHrvoje Leventić

A1 Journal Article in APPLIED SCIENCES-BASEL

Automating blood flow simulation through the aorta in patient-specific CT images

Marija HabijanIrena Galić

Generation of artificial CT images using patch-based conditional generative adversarial networks

Marija HabijanIrena Galic

Optimization of deep learning algorithms for the cardiovascular system image processing using residual units

Marija HabijanIrena GalićAleksandra PizuricaDanilo Babin

Recent progress in epicardial and pericardial adipose tissue segmentation and quantification based on deep learning : a systematic review

Marin BenčevićIrena GalićMarija HabijanAleksandra Pizurica

A1 Journal Article in APPLIED SCIENCES-BASEL

Segmentation and quantification of bi-ventricles and myocardium using 3D SERes-U-Net

Marija HabijanIrena GalicHrvoje LeventicKresimir RomicDanilo Babin

Self-supervised learning as a means to reduce the need for labeled data in medical image analysis

Marin BenčevićMarija HabijanIrena GalićAleksandra Pizurica

Using the polar transform for efficient deep learning-based aorta segmentation in CTA images

Marin BenčevićMarija HabijanIrena GalićDanilo Babin

2021

A survey of left atrial appendage segmentation and analysis in 3D and 4D medical images

Hrvoje LeventicMarin BencevicDanilo BabinMarija HabijanIrena Galić

Epicardial adipose tissue segmentation from CT images with a semi-3D neural network

Marin BencevicMarija HabijanIrena Galic

Impacts of biomedical hashtag-based Twitter campaign : #DHPSP utilization for promotion of open innovation in digital health, patient safety, and personalized medicine

Maria Kletecka-PulkerHimel MondalDongdong WangR. Gonzalo ParraAbdulkadir Yusif MaigoroSoojin LeeTushar GargEoghan J. MulhollandHari Prasad DevkotaBikramjit Konwar et al.

A2 Journal Article in CURRENT RESEARCH IN BIOTECHNOLOGY

Pedestrian crosswalk detection using a column and row structure analysis in assistance systems for the visually impaired

Kresimir RomicIrena GalicHrvoje LeventicMarija Habijan

A1 Journal Article in ACTA POLYTECHNICA HUNGARICA

Training on polar image transformations improves biomedical image segmentation

Marin BenčevićIrena GalicMarija HabijanDanilo Babin

A1 Journal Article in IEEE ACCESS

Whole heart segmentation using 3D FM-Pre-ResNet encoder–decoder based architecture with variational autoencoder regularization

Marija HabijanIrena GalićHrvoje LeventićKrešimir Romić

A1 Journal Article in APPLIED SCIENCES-BASEL

2020

Abdominal aortic aneurysm segmentation from CT images using modified 3D U-Net with deep supervision

Marija HabijanIrena GalicHrvoje LeventicKresimir RomicDanilo Babin

Centerline tracking of the single coronary artery from X-ray angiograms

Marija HabijanDanilo BabinIrena GalicHrvoje LeventicLazar VelickiMilenko Cankovic

Neural network based whole heart segmentation from 3D CT images

Marija HabijanHrvoje LeventićIrena GalićDanilo Babin

A2 Journal Article in INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS

Overview of the whole heart and heart chamber segmentation methods

Marija HabijanDanilo BabinIrena GalićHrvoje LeventićKrešimir RomićLazar VelickiAleksandra Pizurica

A1 Journal Article in CARDIOVASCULAR ENGINEERING AND TECHNOLOGY

SVM based column-level approach for crosswalk detection in low-resolution images

Kresimir RomicIrena GalicHrvoje LeventicMarija Habijan

Segmentation of phase-contrast MR images for aortic pulse wave velocity measurements

Danilo BabinDaniel DevosLjiljana PlatisaLjubomir JovanovMarija HabijanHrvoje LeventićWilfried Philips

2019

Adaptive thresholding for single click left atrial appendage segmentation

Kresimir VdovjakHrvoje LeventicMarija HabijanIrena Galic

Estimation of the left ventricle volume using semantic segmentation

Marija HabijanHrvoje LeventicIrena GalicDanilo Babin

Whole heart segmentation from CT images using 3D U-Net architecture

Marija HabijanHrvoje LeventicIrena GalicDanilo Babin

КОМПЬЮТЕРНАЯ МОДЕЛЬ СЕРДЦА = Imagine heart

Irena GalicHrvoje LeventicMarija HabijanKresimir Romic