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Onderzoeker
Danilo Babin
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
64
Resultaten
2025
Large scale in vivo acquisition, segmentation and 3D reconstruction of cortical vasculature using μDoppler ultrasound imaging
Anoek Strumane
Théo Lambert
Jan Aelterman
Danilo Babin
Gabriel Montaldo
Wilfried Philips
Clément Brunner
Alan Urban
A1
Artikel in een tijdschrift
in
NEUROINFORMATICS
2025
Real-time assessment of graft oxygenation and perfusion using spectral imaging for improved outcome in esophageal cancer surgery
Jens De Winne
Danilo Babin
Hiep Luong
Siri Luthman
Elke Van Daele
Hanne Vanommeslaeghe
Wim Ceelen
C1
Conferentie
2025
Real-time multispectral imaging for intraoperative monitoring of coronary artery bypass graft patency
Jens De Winne
Danilo Babin
Hiep Luong
Siri Luthman
Aleksandar M. Milosavljević
Živojin Jonjev
Jan Hrubik
Lazar Velicki
A1
Artikel in een tijdschrift
in
JOURNAL OF BIOMEDICAL OPTICS
2025
2024
Data efficient deep learning models for biomedical image segmentation
Marin Benčević
Irena Galić
Aleksandra Pizurica
Danilo Babin
Proefschrift
2024
Directed graph analysis on theta-gamma phase-amplitude coupling : insights into Parkinson disease EEG data
Mohammadjavad Sedghizadeh
Mohammad Hossein Heydari
Hamid Aghajan
Danilo Babin
Wilfried Philips
P1
Conferentie
2024
Hyperspectral imaging reveals myocardial ischemia
Jens De Winne
Danilo Babin
Hiep Luong
Siri Luthman
A Milosavljevic
Z Jonjev
Lazar Velicki
C3
Conferentie
2024
Multispectral indices for real-time and non-invasive tissue ischemia monitoring using snapshot cameras
Jens De Winne
Anoek Strumane
Danilo Babin
Siri Luthman
Hiep Luong
Wilfried Philips
A1
Artikel in een tijdschrift
in
BIOMEDICAL OPTICS EXPRESS
2024
Preoperative endovascular embolization planning for cerebral arteriovenous malformations : patient-specific compartmentalisation identification
Jessie Duquesne
Saar Vermijs
Mohammadjavad Sedghizadeh
Elisabeth Dhondt
Luc Defreyne
Uri Singfer
Vincent Keereman
Peter Vanlangenhove
Danilo Babin
Charlotte Debbaut
C3
Conferentie
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
2023
Deep-learning based quantification of bovine oocyte quality from microscopy images
Matilde Costa
Anoek Strumane
Annelies Raes
Ann Van Soom
Danilo Babin
Jan Aelterman
P1
Conferentie
2023
Neural network algorithm for detection of erosions and ankylosis on CT of the sacroiliac joints : multicentre development and validation of diagnostic accuracy
Thomas Van Den Berghe
Danilo Babin
Min Chen
Martijn Callens
Denim Brack
Helena Maes
Jan Lievens
Marie Lammens
Maxime Van Sumere
Lieve Morbée
et al.
C3
Conferentie
2023
Neural network algorithm for detection of erosions and ankylosis on CT of the sacroiliac joints : multicentre development and validation of diagnostic accuracy
Thomas Van Den Berghe
Danilo Babin
Min Chen
Martijn Callens
Denim Brack
Helena Maes
Jan Lievens
Marie Lammens
Maxime Van Sumere
Lieve Morbée
et al.
A1
Artikel in een tijdschrift
in
EUROPEAN RADIOLOGY
2023
Real-time hyperspectral imaging for non-invasive monitoring of tissue ischemia
Anoek Strumane
Jens De Winne
Danilo Babin
Jan Aelterman
Hiep Luong
Wilfried Philips
P1
Conferentie
2023
2022
3D U-Net based method for fast segmentation of whole heart from CT images
Filip Novoselnik
Hrvoje Leventic
Irena Galic
Danilo Babin
P1
Conferentie
2022
An AI-based algorithm for automatic detection of erosion and ankylosis on CT images of the sacroiliac joints : multicentre development and validation
Thomas Van Den Berghe
Min Chen
Danilo Babin
Nele Herregods
Wouter Huysse
Jacob Jaremko
Frederiek Laloo
Ann-Sophie De Craemer
Philippe Carron
Filip Van den Bosch
et al.
C3
Conferentie
2022
An AI-based algorithm for automatic detection of erosion and ankylosis on CT images of the sacroiliac joints : multicentre development and validation
Thomas Van Den Berghe
Min Chen
Danilo Babin
Nele Herregods
Wouter Huysse
Jacob Jaremko
Frederiek Laloo
Ann-Sophie De Craemer
Philippe Carron
Filip Van den Bosch
et al.
C3
Conferentie
2022
Neural network based algorithm pipeline for automatic detection of erosions and ankylosis of the sacroiliac joints : development and validation using multicentre CT images
Thomas Van Den Berghe
Min Chen
Danilo Babin
Nele Herregods
Wouter Huysse
Jacob Jaremko
Frederiek Laloo
Ann-Sophie De Craemer
Philippe Carron
Filip Van den Bosch
et al.
C3
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
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
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 review on digital image processing techniques for in-vivo confocal images of the cornea
Raidel Herrera Pereda
Alberto Taboada Crispi
Danilo Babin
Wilfried Philips
Márcio Holsbach Costa
A1
Artikel in een tijdschrift
in
MEDICAL IMAGE ANALYSIS
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
Guiding myocardial revascularization by algorithmic interpretation of FFR pullback curves : a proof of concept study
Jean-François Argacha
Jean Decamp
Bert Vandeloo
Danilo Babin
Stijn Lochy
Karen Van den Bussche
Quentin de Hemptinne
Panagiotis Xaplanteris
Julien Magne
Patrick Segers
et al.
A1
Artikel in een tijdschrift
in
FRONTIERS IN CARDIOVASCULAR MEDICINE
2021
Segmentation of endothelial cells of the cornea from the distance map of confocal microscope images
Raidel Herrera Pereda
Alberto Taboada Crispi
Danilo Babin
Wilfried Philips
A1
Artikel in een tijdschrift
in
COMPUTERS IN BIOLOGY AND MEDICINE
2021
Spatio-temporal algorithm for 3D sequences noise reduction
Ljubomir Jovanov
Danilo Babin
Wilfried Philips
C3
Conferentie
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
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
Myocardial disease and ventricular arrhythmia in Marfan syndrome : a prospective study
Laura Muiño Mosquera
Hans De Wilde
Daniel Devos
Danilo Babin
Luc Jordaens
Anthony Demolder
Katya De Groote
Daniël De Wolf
Julie De Backer
A1
Artikel in een tijdschrift
in
ORPHANET JOURNAL OF RARE DISEASES
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
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
Development of a planning tool for robot-assisted partial nephrectomy surgery based on 3D reconstructions of kidneys
Sarah Vandenbulcke
Pieter De Backer
Danilo Babin
Patrick Segers
Karel Decaestecker
Charlotte Debbaut
C3
Conferentie
2019
Development of a planning tool for robot-assisted partial nephrectomy surgery based on 3D reconstructions of kidneys
Sarah Vandenbulcke
Pieter De Backer
Danilo Babin
Patrick Segers
Karel Decaestecker
Charlotte Debbaut
C3
Conferentie
2019
Estimation of the left ventricle volume using semantic segmentation
Marija Habijan
Hrvoje Leventic
Irena Galic
Danilo Babin
P1
Conferentie
2019
Left atrial appendage segmentation and analysis in cardiovascular CT images
Hrvoje Leventić
Aleksandra Pizurica
Irena Galic
Danilo Babin
Proefschrift
2019
Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure
Hrvoje Leventić
Danilo Babin
Lazar Velicki
Daniel Devos
Irena Galić
Vladimir Zlokolica
Krešimir Romić
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
COMPUTERS IN BIOLOGY AND MEDICINE
2019
Virtual clamping tool for RAPN
Pieter De Backer
Sarah Vandenbulcke
Maryse Lejoly
Stefanie Vanderschelden
Charles Van Praet
Danilo Babin
Charlotte Debbaut
Karel Decaestecker
C3
Conferentie
2019
Whole heart segmentation from CT images using 3D U-Net architecture
Marija Habijan
Hrvoje Leventic
Irena Galic
Danilo Babin
P1
Conferentie
2019
2018
Left Atrial Appendage Segmentation in 3D CCTA Images
Hrvoje Leventić
Irena Galić
Danilo Babin
Aleksandra Pizurica
C3
Conferentie
2018
Left atrial appendage segmentation software with detection of occluder placement location
Hrvoje Leventić
Danilo Babin
Lazar Velicki
Daniel Devos
Irena Galić
Aleksandra Pizurica
C3
Conferentie
2018
Skeletonization method for vessel delineation of arteriovenous malformation
Danilo Babin
Aleksandra Pizurica
Lazar Velicki
Vladimir Matić
Irena Galić
Hrvoje Leventić
Vladimir Zlokolica
Wilfried Philips
A1
Artikel in een tijdschrift
in
COMPUTERS IN BIOLOGY AND MEDICINE
2018
2017
Proximal aortic stiffening in Turner patients may be present before dilation can be detected : a segmental functional MRI study
Daniel Devos
Katya De Groote
Danilo Babin
LAURENT DEMULIER
Yvo Taeymans
Jos J Westenberg
Lucas Van Bortel
Patrick Segers
Eric Achten
Jean De Schepper
et al.
A1
Artikel in een tijdschrift
in
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE
2017
Semi-automatic left atrial appendage segmentation from 3D CCTA images
Hrvoje Leventić
Danilo Babin
Lazar Velicki
Irena Galić
Vladimir Zlokolica
P1
Conferentie
2017
Semiautomatic epicardial fat segmentation based on fuzzy c-means clustering and geometric ellipse fitting
Vladimir Zlokolica
Lidija Krstanović
Lazar Velicki
Branislav Popović
Marko Janev
Ratko Obradović
Nebojsa M. Ralević
Ljubomir Jovanov
Danilo Babin
A1
Artikel in een tijdschrift
in
JOURNAL OF HEALTHCARE ENGINEERING
2017
2016
Proximal aortic stiffening in Turner patients is more pronounced in the presence of a bicuspid valve : a segmental functional MRI study
Daniel Devos
Katya De Groote
Danilo Babin
LAURENT DEMULIER
Yvo Taeymans
Jos Westenberg
Lucas Van Bortel
Patrick Segers
Eric Achten
Jean De Schepper
et al.
C3
Conferentie
2016
Validation of 'WaVelocity' image analysis toolbox for cardiac magnetic resonance pulse wave velocity measurements
Danilo Babin
Daniel Devos
Patrick Segers
C3
Conferentie
2016
2015
4D CT Cardiac image enhancement for Subjective Medical Quality Perception of the Left Ventricle
Hrvoje Leventić
Časlav Livada
Irena Galić
Vladimir Zlokolica
Lazar Velicki
Danilo Babin
Ratko Obradović
Bogoljub Mihajlović
C3
Conferentie
2015
MR pulse wave velocity increases with age faster in the thoracic aorta than in the abdominal aorta
Daniel Devos
Ernst Rietzschel
CATHERINE HEYSE
Pieter Vandemaele
Lucas Van Bortel
Danilo Babin
Patrick Segers
Jos Westenberg
Eric Achten
A1
Artikel in een tijdschrift
in
JOURNAL OF MAGNETIC RESONANCE IMAGING
2015
2014
Epicardial fat registration by local adaptive morphology-thresholding based 2D segmentation
Vladimir Zlokolica
Lazar Velicki
Marko Janev
David Mitrinovic
Danilo Babin
Nebojsa Ralevic
Nada Cemerlic-Adic
Ratko Obradovic
Irena Galic
P1
Conferentie
2014
Pixel profiling for extraction of arteriovenous malformation in 3-D CTA images
Danilo Babin
Michail Spyrantis
Aleksandra Pizurica
Wilfried Philips
Lazar Velicki
Vladimir Zlokolica
P1
Conferentie
2014
Robust segmentation methods with an application to aortic pulse wave velocity calculation
Danilo Babin
Daniel Devos
Aleksandra Pizurica
Jos Westenberg
Ewout Vansteenkiste
Wilfried Philips
A1
Artikel in een tijdschrift
in
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
2014
Skeleton calculation for automatic extraction of arteriovenous malformation in 3-D CTA images
Danilo Babin
Michail Spyrantis
Aleksandra Pizurica
Wilfried Philips
C1
Conferentie
2014
2013
Brain blood vessel segmentation using line-shaped profiles
Danilo Babin
Aleksandra Pizurica
Jonas De Vylder
Ewout Vansteenkiste
Wilfried Philips
A1
Artikel in een tijdschrift
in
PHYSICS IN MEDICINE AND BIOLOGY
2013
2012
A novel dictionary based detection method for cell nuclei
Jonas De Vylder
Jan Aelterman
Danilo Babin
Mado Vandewoestyne
Trees Lepez
Dieter Deforce
Wilfried Philips
C3
Conferentie
2012
Centerline calculation for extracting abdominal aorta in 3-D MRI images
Danilo Babin
Ewout Vansteenkiste
Aleksandra Pizurica
Wilfried Philips
P1
Conferentie
2012
Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation
Danilo Babin
Aleksandra Pizurica
Rik Bellens
Johan De Bock
Yanfeng Shang
Bart Goossens
Ewout Vansteenkiste
Wilfried Philips
A1
Artikel in een tijdschrift
in
MEDICAL IMAGE ANALYSIS
2012
2011
Robust segmentation methods for aortic pulse wave velocity measurement
Danilo Babin
Aleksandra Pizurica
Wilfried Philips
C3
Conferentie
2011
Segmentation of abdominal aorta for pulse wave velocity calculation
Danilo Babin
Aleksandra Pizurica
Wilfried Philips
C3
Conferentie
2011
Segmentation of brain blood vessels using projections in 3-D CT angiography images
Danilo Babin
Ewout Vansteenkiste
Aleksandra Pizurica
Wilfried Philips
P1
Conferentie
2011
2010
Segmentation of airways in lungs using projections in 3-D CT angiography images
Danilo Babin
Ewout Vansteenkiste
Aleksandra Pizurica
Wilfried Philips
P1
Conferentie
2010
2009
Length measurement of abdominal blood vessels through segmentation and skeletonization
Danilo Babin
Aleksandra Pizurica
Wilfried Philips
C3
Conferentie
2009
Segmentation and length measurement of the abdominal blood vessels in 3-D MRI images
Danilo Babin
Ewout Vansteenkiste
Aleksandra Pizurica
Wilfried Philips
P1
Conferentie
2009
2008
The shortest path calculation between points of interest in 3-D MRI images of blood vessels
Danilo Babin
Johan De Bock
Aleksandra Pizurica
Wilfried Philips
C1
Conferentie
2008