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Researcher
Danilo Babin
Profile
Projects
Publications
Activities
51
Results
2022
3D U-Net based method for fast segmentation of whole heart from CT images
Danilo Babin
C1
Conference
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
Frederiek Laloo
Ann-Sophie De Craemer
Philippe Carron
Filip Van den Bosch
Dirk Elewaut
Lennart Jans
C3
Conference
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
Frederiek Laloo
Ann-Sophie De Craemer
Philippe Carron
Filip Van den Bosch
Dirk Elewaut
Lennart Jans
C3
Conference
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
Frederiek Laloo
Ann-Sophie De Craemer
Philippe Carron
Filip Van den Bosch
Dirk Elewaut
Lennart Jans
C3
Conference
2022
Optimization of deep learning algorithms for the cardiovascular system image processing using residual units
Marija Habijan
Aleksandra Pizurica
Danilo Babin
Dissertation
2022
Segmentation and quantification of bi-ventricles and myocardium using 3D SERes-U-Net
Marija Habijan
Danilo Babin
P1
Conference
2022
Using the polar transform for efficient deep learning-based aorta segmentation in CTA images
Marin Benčević
Marija Habijan
Danilo Babin
C1
Conference
2022
2021
A review on digital image processing techniques for in-vivo confocal images of the cornea
Raidel Herrera Pereda
Danilo Babin
Wilfried Philips
A1
Journal Article
in
MEDICAL IMAGE ANALYSIS
2021
A survey of left atrial appendage segmentation and analysis in 3D and 4D medical images
Danilo Babin
Marija Habijan
C1
Conference
2021
Guiding myocardial revascularization by algorithmic interpretation of FFR pullback curves : a proof of concept study
Danilo Babin
Patrick Segers
A1
Journal Article
in
FRONTIERS IN CARDIOVASCULAR MEDICINE
2021
Segmentation of endothelial cells of the cornea from the distance map of confocal microscope images
Raidel Herrera Pereda
Danilo Babin
Wilfried Philips
A1
Journal Article
in
COMPUTERS IN BIOLOGY AND MEDICINE
2021
Spatio-temporal algorithm for 3D sequences noise reduction
Ljubomir Jovanov
Danilo Babin
Wilfried Philips
C3
Conference
2021
Training on polar image transformations improves biomedical image segmentation
Marin Benčević
Marija Habijan
Danilo Babin
A1
Journal Article
in
IEEE ACCESS
2021
2020
Abdominal aortic aneurysm segmentation from CT images using modified 3D U-Net with deep supervision
Marija Habijan
Danilo Babin
C1
Conference
2020
Centerline tracking of the single coronary artery from X-ray angiograms
Marija Habijan
Danilo Babin
C1
Conference
2020
Myocardial disease and ventricular arrhythmia in Marfan syndrome : a prospective study
Laura Muiño Mosquera
Daniel Devos
Danilo Babin
Luc Jordaens
Anthony Demolder
Katya De Groote
Daniël De Wolf
Julie De Backer
A1
Journal Article
in
ORPHANET JOURNAL OF RARE DISEASES
2020
Neural network based whole heart segmentation from 3D CT images
Marija Habijan
Danilo Babin
A2
Journal Article
in
INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS
2020
Overview of the whole heart and heart chamber segmentation methods
Marija Habijan
Danilo Babin
Aleksandra Pizurica
A1
Journal Article
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
Wilfried Philips
C1
Conference
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
Conference
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
Conference
2019
Estimation of the left ventricle volume using semantic segmentation
Marija Habijan
Danilo Babin
P1
Conference
2019
Left atrial appendage segmentation and analysis in cardiovascular CT images
Hrvoje Leventić
Aleksandra Pizurica
Danilo Babin
Dissertation
2019
Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure
Hrvoje Leventić
Danilo Babin
Daniel Devos
Aleksandra Pizurica
A1
Journal Article
in
COMPUTERS IN BIOLOGY AND MEDICINE
2019
Virtual clamping tool for RAPN
Pieter De Backer
Sarah Vandenbulcke
Maryse Lejoly
Charles Van Praet
Danilo Babin
Charlotte Debbaut
Karel Decaestecker
C3
Conference
2019
Whole heart segmentation from CT images using 3D U-Net architecture
Marija Habijan
Danilo Babin
P1
Conference
2019
2018
Left Atrial Appendage Segmentation in 3D CCTA Images
Hrvoje Leventić
Danilo Babin
Aleksandra Pizurica
C3
Conference
2018
Left atrial appendage segmentation software with detection of occluder placement location
Hrvoje Leventić
Danilo Babin
Daniel Devos
Aleksandra Pizurica
C3
Conference
2018
Skeletonization method for vessel delineation of arteriovenous malformation
Danilo Babin
Aleksandra Pizurica
Hrvoje Leventić
Wilfried Philips
A1
Journal Article
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
Yvo Taeymans
Lucas Van Bortel
Patrick Segers
Eric Achten
Jean De Schepper
Ernst Rietzschel
A1
Journal Article
in
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE
2017
Semi-automatic left atrial appendage segmentation from 3D CCTA images
Hrvoje Leventić
Danilo Babin
P1
Conference
2017
Semiautomatic epicardial fat segmentation based on fuzzy c-means clustering and geometric ellipse fitting
Ljubomir Jovanov
Danilo Babin
A1
Journal Article
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
Yvo Taeymans
Lucas Van Bortel
Patrick Segers
Eric Achten
Jean De Schepper
Ernst Rietzschel
C3
Conference
2016
Validation of 'WaVelocity' image analysis toolbox for cardiac magnetic resonance pulse wave velocity measurements
Danilo Babin
Daniel Devos
Patrick Segers
C3
Conference
2016
2015
4D CT Cardiac image enhancement for Subjective Medical Quality Perception of the Left Ventricle
Hrvoje Leventić
Vladimir Zlokolica
Danilo Babin
C3
Conference
2015
MR pulse wave velocity increases with age faster in the thoracic aorta than in the abdominal aorta
Daniel Devos
Ernst Rietzschel
Pieter Vandemaele
Lucas Van Bortel
Danilo Babin
Patrick Segers
Eric Achten
A1
Journal Article
in
JOURNAL OF MAGNETIC RESONANCE IMAGING
2015
2014
Epicardial fat registration by local adaptive morphology-thresholding based 2D segmentation
Danilo Babin
P1
Conference
2014
Pixel profiling for extraction of arteriovenous malformation in 3-D CTA images
Danilo Babin
Aleksandra Pizurica
Wilfried Philips
P1
Conference
2014
Robust segmentation methods with an application to aortic pulse wave velocity calculation
Danilo Babin
Daniel Devos
Aleksandra Pizurica
Ewout Vansteenkiste
Wilfried Philips
A1
Journal Article
in
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
2014
Skeleton calculation for automatic extraction of arteriovenous malformation in 3-D CTA images
Danilo Babin
Aleksandra Pizurica
Wilfried Philips
C1
Conference
2014
2013
Brain blood vessel segmentation using line-shaped profiles
Danilo Babin
Aleksandra Pizurica
Jonas De Vylder
Ewout Vansteenkiste
Wilfried Philips
A1
Journal Article
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
Conference
2012
Centerline calculation for extracting abdominal aorta in 3-D MRI images
Danilo Babin
Ewout Vansteenkiste
Aleksandra Pizurica
Wilfried Philips
P1
Conference
2012
Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation
Danilo Babin
Aleksandra Pizurica
Rik Bellens
Johan De Bock
Bart Goossens
Ewout Vansteenkiste
Wilfried Philips
A1
Journal Article
in
MEDICAL IMAGE ANALYSIS
2012
2011
Robust segmentation methods for aortic pulse wave velocity measurement
Danilo Babin
Aleksandra Pizurica
Wilfried Philips
C3
Conference
2011
Segmentation of abdominal aorta for pulse wave velocity calculation
Danilo Babin
Aleksandra Pizurica
Wilfried Philips
C3
Conference
2011
Segmentation of brain blood vessels using projections in 3-D CT angiography images
Danilo Babin
Ewout Vansteenkiste
Aleksandra Pizurica
Wilfried Philips
P1
Conference
2011
2010
Segmentation of airways in lungs using projections in 3-D CT angiography images
Danilo Babin
Ewout Vansteenkiste
Aleksandra Pizurica
Wilfried Philips
P1
Conference
2010
2009
Length measurement of abdominal blood vessels through segmentation and skeletonization
Danilo Babin
Aleksandra Pizurica
Wilfried Philips
C3
Conference
2009
Segmentation and length measurement of the abdominal blood vessels in 3-D MRI images
Danilo Babin
Ewout Vansteenkiste
Aleksandra Pizurica
Wilfried Philips
P1
Conference
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
Conference
2008