Danilo Babin

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Automatic Extraction

Microscope Images

Robust Segmentation

Top Venues

Comput. Biol. Medicine

Publications

Marin Bencevic, Marija Habijan, Irena Galic, Danilo Babin, Aleksandra Pizurica
Understanding skin color bias in deep learning-based skin lesion segmentation. Comput. Methods Programs Biomed. 245 (2024)
Matilde Costa, Anoek Strumane, Annelies Raes, Ann Van Soom, Danilo Babin, Jan Aelterman
Deep-Learning Based Quantification of Bovine Oocyte Quality From Microscopy Images. EMBC (2023)
Anoek Strumane, Jens D. Winne, Danilo Babin, Jan Aelterman, Hiep Luong, Wilfried Philips
Real-Time Hyperspectral Imaging for Non-Invasive Monitoring of Tissue Ischemia. SENSORS (2023)
Hrvoje Leventic, Marin Bencevic, Danilo Babin, Marija Habijan, Irena Galic
A Survey of Left Atrial Appendage Segmentation and Analysis in 3D and 4D Medical Images. CoRR (2022)
Marin Bencevic, Marija Habijan, Irena Galic, Danilo Babin
Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images. CoRR (2022)
Raidel Herrera-Pereda, Alberto Taboada-Crispí, Danilo Babin, Wilfried Philips
Segmentation of endothelial cells of the cornea from the distance map of confocal microscope images. Comput. Biol. Medicine 139 (2021)
Marija Habijan, Irena Galic, Hrvoje Leventic, Kresimir Romic, Danilo Babin
Segmentation and Quantification of Bi-Ventricles and Myocardium Using 3D SERes-U-Net. IWSSIP (2021)
Marin Bencevic, Irena Galic, Marija Habijan, Danilo Babin
Training on Polar Image Transformations Improves Biomedical Image Segmentation. IEEE Access 9 (2021)
Raidel Herrera-Pereda, Alberto Taboada-Crispí, Danilo Babin, Wilfried Philips, Márcio Holsbach Costa
confocal images of the cornea. Medical Image Anal. 73 (2021)
Danilo Babin, Daniel Devos, Ljiljana Platisa, Ljubomir Jovanov, Marija Habijan, Hrvoje Leventic, Wilfried Philips
Segmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements. ACIVS (2020)
Hrvoje Leventic, Danilo Babin, Lazar U. Velicki, Daniel Devos, Irena Galic, Vladimir Zlokolica, Kresimir Romic, Aleksandra Pizurica
Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure. Comput. Biol. Medicine 104 (2019)
Marija Habijan, Hrvoje Leventic, Irena Galic, Danilo Babin
Whole Heart Segmentation from CT images Using 3D U-Net architecture. IWSSIP (2019)
Danilo Babin, Aleksandra Pizurica, Lazar U. Velicki, V. Matic, Irena Galic, Hrvoje Leventic, Vladimir Zlokolica, Wilfried Philips
Skeletonization method for vessel delineation of arteriovenous malformation. Comput. Biol. Medicine 93 (2018)
Danilo Babin, Michail Spyrantis, Aleksandra Pizurica, Wilfried Philips
Skeleton calculation for automatic extraction of arteriovenous malformation in 3-D CTA images. ISBI (2014)
Danilo Babin, Daniel Devos, Aleksandra Pizurica, Jos J. M. Westenberg, Ewout Vansteenkiste, Wilfried Philips
Robust segmentation methods with an application to aortic pulse wave velocity calculation. Comput. Medical Imaging Graph. 38 (3) (2014)
Danilo Babin, Ewout Vansteenkiste, Aleksandra Pizurica, Wilfried Philips
Centerline calculation for extracting abdominal aorta in 3-D MRI images. EMBC (2012)
Danilo Babin, Aleksandra Pizurica, Rik Bellens, Johan de Bock, Yanfeng Shang, Bart Goossens, Ewout Vansteenkiste, Wilfried Philips
Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation. Medical Image Anal. 16 (5) (2012)
Danilo Babin, Ewout Vansteenkiste, Aleksandra Pizurica, Wilfried Philips
Segmentation of brain blood vessels using projections in 3-D CT angiography images. EMBC (2011)