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Browsing by Author "Babin, Danilo"

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    3D U-Net based method for fast segmentation of whole heart from CT images

    Novoselnik, Filip
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    Leventic, Hrvoje
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    Galic, Irena
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    Babin, Danilo  
    Proceedings paper
    2022, ELMAR 64th International Symposium, SEP 12-14, 2022, p.159-164
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    A Review On digital image processing techniques for in-Vivo confocal images of the cornea

    Herrera Pereda, Raidel  
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    Taboada Crispi, Alberto
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    Babin, Danilo  
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    Philips, Wilfried  
    Journal article review
    2021, MEDICAL IMAGE ANALYSIS, 73, p.102188
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    A survey of left atrial appendage segmentation and analysis in 3D and 4D medical images

    Leventić, Hrvoje
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    Benčević, Marin
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    Babin, Danilo  
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    Habijan, Marija
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    Galić, Irena
    Proceedings paper
    2021-06-04, 28th International Conference on Systems, Signals and Image Processing (IWSSIP 2021), 02-04-06-2021, p.1-12
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    Abdominal aortic aneurysm segmentation from CT images using modified 3D U-net with deep supervision

    Habijan, Maria
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    Galic, Irena
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    Leventic, Hrvoje
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    Romic, Krešimir
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    Babin, Danilo  
    Proceedings paper
    2020, 2020 International Symposium ELMAR, 14/09/2020, p.123-128
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    Artificial intelligence outperforms humans in morphology-based oocyte selection in cattle

    Raes, Annelies
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    Babin, Danilo  
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    Pascottini, Osvaldo Bogado
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    Opsomer, Geert
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    Van Soom, Ann
    Journal article
    2025-JUL 1, SCIENTIFIC REPORTS, (15) 1
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    Centerline tracking of the single coronary artery from X-ray angiograms

    Habijan, Marija
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    Babin, Danilo  
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    Galic, Irena
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    Leventic, Hrvoje
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    Velicki, Lazar
    Proceedings paper
    2020, 2020 International Symposium ELMAR, 14/09/2020, p.117-121
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    Clinical Validation of Deep Learning for Real-Time Tissue Oxygenation Estimation Using Spectral Imaging

    De Winner, Jens
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    Willems, Siri  
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    Luthman, Siri  
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    Babin, Danilo  
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    Luong, Hiep  
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    Ceelen, Wim
    Proceedings paper
    2025, Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, 2025-09-23, p.1
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    Deep-Learning Based Quantification of Bovine Oocyte Quality From Microscopy Images

    Costa, Matilde
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    Strumane, Anoek  
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    Raes, Annelies
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    Van Soom, Ann
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    Babin, Danilo  
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    Aelterman, Jan  
    Proceedings paper
    2023, 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), JUL 24-27, 2023
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    Directed Graph Analysis on Theta-Gamma Phase-Amplitude Coupling: Insights into Parkinson Disease EEG Data

    Sedghizadeh, Javad  
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    Heidari, Arash  
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    Aghajan, Hamid
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    Babin, Danilo  
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    Philips, Wilfried  
    Proceedings paper
    2024, 32nd European Signal Processing Conference (EUSIPCO), AUG 26-30, 2024, p.1541-1545
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    Estimation of the left ventricle volume using semantic segmentation

    Habijan, Maria
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    Leventic, Hrvoje
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    Galic, Irena
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    Babin, Danilo  
    Proceedings paper
    2019, IEEE 61st International Symposium ELMAR-2019, 23/09/2019, p.39-44
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    Guiding Myocardial Revascularization by Algorithmic Interpretation of FFR Pullback Curves: A Proof of Concept Study

    Argacha, Jean-Francois
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    Decamp, Jean
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    Vandeloo, Bert
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    Babin, Danilo  
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    Lochy, Stijn
    Journal article
    2021, FRONTIERS IN CARDIOVASCULAR MEDICINE, 8, p.623841
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    Large Scale in vivo Acquisition, Segmentation and 3D Reconstruction of Cortical Vasculature using µDoppler Ultrasound Imaging

    Strumane, Anoek  
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    Lambert, Theo  
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    Aelterman, Jan  
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    Babin, Danilo  
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    Montaldo, Gabriel  
    Journal article
    2025-JAN, NEUROINFORMATICS, (23) 1, p.5
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    Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure

    Leventic, Hrvoje
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    Babin, Danilo  
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    Velicki, Lazar
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    Devos, Daniel
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    Galic, Irena
    Journal article
    2019, Computers in Biology and Medicine, 104, p.163-174
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    Multispectral indices for real-time and non-invasive tissue ischemia monitoring using snapshot cameras

    De Winne, Jens  
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    Strumane, Anoek  
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    Babin, Danilo  
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    Luthman, Siri  
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    Luong, Hiep  
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    Philips, Wilfried  
    Journal article
    2024, BIOMEDICAL OPTICS EXPRESS, (15) 2, p.641-655
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    Myocardial disease and ventricular arrhythmia in Marfan syndrome: a prospective study

    Muino-Mosquera, Laura
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    De Wilde, Hans
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    Devos, Daniel
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    Babin, Danilo  
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    Jordaens, Luc
    Journal article
    2020, Orphanet Journal of Rare Diseases, 15, p.300
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    Neural network algorithm for detection of erosions and ankylosis on CT of the sacroiliac joints: multicentre development and validation of diagnostic accuracy

    Van den Berghe, Thomas
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    Babin, Danilo  
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    Chen, Min
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    Callens, Martijn
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    Brack, Denim
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    Maes, Helena
    Journal article
    2023, EUROPEAN RADIOLOGY, (33) 11, p.8310-8323
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    Neural network based Whole Heart Segmentation from 3D CT images

    Habijan, Maria
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    Leventic, Hrvoje
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    Galic, Irena
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    Babin, Danilo  
    Journal article
    2020, International Journal of Electrical and Computer Engineering Systems, (11) 1, p.25-31
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    Overview of the whole heart and heart chamber segmentation methods

    Habijan, Marija
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    Babin, Danilo  
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    Galic, Irena
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    Leventic, Hrvoje
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    Romic, Krešimir
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    Velicki, Lazar
    Journal article
    2020, Cardiovascular Engineering and Technology, 11, p.725-747
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    Proximal aortic stiffening in Turner patients may be present before dilation can be detected: a segmental functional MRI study

    De Vos, Daniel G.H.
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    De Groote, Katya
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    Babin, Danilo  
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    Demulier, Laurent
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    Taeymans, Yves
    Journal article
    2017, Journal of Cardiovascular Magnetic Resonance, 19, p.1-12
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    Real-time Hyperspectral Imaging for Non-invasive Monitoring of Tissue Ischemia

    Strumane, Anoek  
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    De Winne, Jens  
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    Babin, Danilo  
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    Aelterman, Jan  
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    Luong, Hiep  
    ;
    Philips, Wilfried  
    Proceedings paper
    2023, IEEE Sensors Conference, OCT 29-NOV 01, 2023
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