Danilo Babin

Publications

• Understanding skin color bias in deep learning-based skin lesion segmentation
• Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure
• Left Atrial Appendage Segmentation in 3D CCTA Images
• Left atrial appendage segmentation software with detection of occluder placement location
• Skeletonization method for vessel delineation of arteriovenous malformation
• Pixel profiling for extraction of arteriovenous malformation in 3-D CTA images
• Robust segmentation methods with an application to aortic pulse wave velocity calculation
• Skeleton calculation for automatic extraction of arteriovenous malformation in 3-D CTA images
• Brain blood vessel segmentation using line-shaped profiles
• Centerline calculation for extracting abdominal aorta in 3-D MRI images
• Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation
• Robust segmentation methods for aortic pulse wave velocity measurement
• Segmentation of abdominal aorta for pulse wave velocity calculation
• Segmentation of brain blood vessels using projections in 3-D CT angiography images
• Segmentation of airways in lungs using projections in 3-D CT angiography images
• Length measurement of abdominal blood vessels through segmentation and skeletonization
• Segmentation and length measurement of the abdominal blood vessels in 3-D MRI images
• The shortest path calculation between points of interest in 3-D MRI images of blood vessels