Danilo Babin - RankMe

22 papers B 1Journal 12Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Clinical Validation of Deep Learning for Real-Time Tissue Oxygenation Estimation Using Spectral Imaging. MICCAI (10) Jens D. Winne, Siri Willems, Siri Luthman, Danilo Babin, Hiêp Quang Luong, Wim Ceelen
2025	J	`jnl`	Clinical Validation of Deep Learning for Real-Time Tissue Oxygenation Estimation Using Spectral Imaging. CoRR Jens D. Winne, Siri Willems, Siri Luthman, Danilo Babin, Hiep Luong, Wim Ceelen
2025	J	`jnl`	Large Scale in vivo Acquisition, Segmentation and 3D Reconstruction of Cortical Vasculature using μDoppler Ultrasound Imaging. Neuroinformatics Anoek Strumane, Théo Lambert, Jan Aelterman, Danilo Babin, Gabriel Montaldo, Wilfried Philips, Clément Brunner, Alan Urban
2024	—	`conf`	Directed Graph Analysis on Theta-Gamma Phase-Amplitude Coupling: Insights into Parkinson Disease EEG Data. EUSIPCO Mohammadjavad Sedghizadeh, Mohammad Hossein Heidari Beni, Hamid K. Aghajan, Danilo Babin, Wilfried Philips
2024	J	`jnl`	Understanding skin color bias in deep learning-based skin lesion segmentation. Comput. Methods Programs Biomed. Marin Bencevic, Marija Habijan, Irena Galic, Danilo Babin, Aleksandra Pizurica
2023	—	`conf`	Deep-Learning Based Quantification of Bovine Oocyte Quality From Microscopy Images. EMBC Matilde Costa, Anoek Strumane, Annelies Raes, Ann Van Soom, Danilo Babin, Jan Aelterman
2023	—	`conf`	Real-Time Hyperspectral Imaging for Non-Invasive Monitoring of Tissue Ischemia. SENSORS Anoek Strumane, Jens D. Winne, Danilo Babin, Jan Aelterman, Hiep Luong, Wilfried Philips
2022	J	`jnl`	A Survey of Left Atrial Appendage Segmentation and Analysis in 3D and 4D Medical Images. CoRR Hrvoje Leventic, Marin Bencevic, Danilo Babin, Marija Habijan, Irena Galic
2022	J	`jnl`	Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images. CoRR Marin Bencevic, Marija Habijan, Irena Galic, Danilo Babin
2021	J	`jnl`	A Review On digital image processing techniques for Medical Image Anal. Raidel Herrera-Pereda, Alberto Taboada-Crispí, Danilo Babin, Wilfried Philips, Márcio Holsbach Costa
2021	—	`conf`	Segmentation and Quantification of Bi-Ventricles and Myocardium Using 3D SERes-U-Net. IWSSIP Marija Habijan, Irena Galic, Hrvoje Leventic, Kresimir Romic, Danilo Babin
2021	J	`jnl`	Segmentation of endothelial cells of the cornea from the distance map of confocal microscope images. Comput. Biol. Medicine Raidel Herrera-Pereda, Alberto Taboada-Crispí, Danilo Babin, Wilfried Philips
2021	J	`jnl`	Training on Polar Image Transformations Improves Biomedical Image Segmentation. IEEE Access Marin Bencevic, Irena Galic, Marija Habijan, Danilo Babin
2020	B	`conf`	Segmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements. ACIVS Danilo Babin, Daniel Devos, Ljiljana Platisa, Ljubomir Jovanov, Marija Habijan, Hrvoje Leventic, Wilfried Philips
2019	J	`jnl`	Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure. Comput. Biol. Medicine Hrvoje Leventic, Danilo Babin, Lazar U. Velicki, Daniel Devos, Irena Galic, Vladimir Zlokolica, Kresimir Romic, Aleksandra Pizurica
2019	—	`conf`	Whole Heart Segmentation from CT images Using 3D U-Net architecture. IWSSIP Marija Habijan, Hrvoje Leventic, Irena Galic, Danilo Babin
2018	J	`jnl`	Skeletonization method for vessel delineation of arteriovenous malformation. Comput. Biol. Medicine Danilo Babin, Aleksandra Pizurica, Lazar U. Velicki, V. Matic, Irena Galic, Hrvoje Leventic, Vladimir Zlokolica, Wilfried Philips
2014	J	`jnl`	Robust segmentation methods with an application to aortic pulse wave velocity calculation. Comput. Medical Imaging Graph. Danilo Babin, Daniel Devos, Aleksandra Pizurica, Jos J. M. Westenberg, Ewout Vansteenkiste, Wilfried Philips
2014	—	`conf`	Skeleton calculation for automatic extraction of arteriovenous malformation in 3-D CTA images. ISBI Danilo Babin, Michail Spyrantis, Aleksandra Pizurica, Wilfried Philips
2012	—	`conf`	Centerline calculation for extracting abdominal aorta in 3-D MRI images. EMBC Danilo Babin, Ewout Vansteenkiste, Aleksandra Pizurica, Wilfried Philips
2012	J	`jnl`	Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation. Medical Image Anal. Danilo Babin, Aleksandra Pizurica, Rik Bellens, Johan de Bock, Yanfeng Shang, Bart Goossens, Ewout Vansteenkiste, Wilfried Philips
2011	—	`conf`	Segmentation of brain blood vessels using projections in 3-D CT angiography images. EMBC Danilo Babin, Ewout Vansteenkiste, Aleksandra Pizurica, Wilfried Philips