Research Explorer

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Marija Habijan

25 Resultaten

2022

A multi-purpose shallow convolutional neural network for chart images

A1 Artikel in een tijdschrift in SENSORS

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

A1 Artikel in een tijdschrift in APPLIED SCIENCES-BASEL

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

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

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

Marija HabijanAleksandra PizuricaDanilo Babin

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

Marin BenčevićMarija HabijanAleksandra Pizurica

A1 Artikel in een tijdschrift in APPLIED SCIENCES-BASEL

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

Marija HabijanDanilo Babin

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

Marin BenčevićMarija HabijanAleksandra Pizurica

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

Marin BenčevićMarija HabijanDanilo Babin

2021

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

Danilo BabinMarija Habijan

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

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

A2 Artikel in een tijdschrift in CURRENT RESEARCH IN BIOTECHNOLOGY

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

A1 Artikel in een tijdschrift in ACTA POLYTECHNICA HUNGARICA

Training on polar image transformations improves biomedical image segmentation

Marin BenčevićMarija HabijanDanilo Babin

A1 Artikel in een tijdschrift in IEEE ACCESS

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

A1 Artikel in een tijdschrift in APPLIED SCIENCES-BASEL

2020

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

Marija HabijanDanilo Babin

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

Marija HabijanDanilo Babin

Neural network based whole heart segmentation from 3D CT images

Marija HabijanDanilo Babin

A2 Artikel in een tijdschrift in INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS

Overview of the whole heart and heart chamber segmentation methods

Marija HabijanDanilo BabinAleksandra Pizurica

A1 Artikel in een tijdschrift in CARDIOVASCULAR ENGINEERING AND TECHNOLOGY

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

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

Danilo BabinDaniel DevosLjiljana PlatisaLjubomir JovanovMarija HabijanWilfried Philips

2019

Adaptive thresholding for single click left atrial appendage segmentation

Estimation of the left ventricle volume using semantic segmentation

Marija HabijanDanilo Babin

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

Marija HabijanDanilo Babin

КОМПЬЮТЕРНАЯ МОДЕЛЬ СЕРДЦА = Imagine heart