7 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.CV2021★ 1 cited
Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps
Heng Fang, Xi Yang, Taichi Kin +1
Whole-brain surface extraction is an essential topic in medical imaging systems as it provides neurosurgeons with a broader view of surgical planning and abnormality detection. To…
eess.IV2020★ 2 cited
A Two-step Surface-based 3D Deep Learning Pipeline for Segmentation of Intracranial Aneurysms
Xi Yang, Ding Xia, Taichi Kin +1
The exact shape of intracranial aneurysms is critical in medical diagnosis and surgical planning. While voxel-based deep learning frameworks have been proposed for this segmentatio…
eess.IV2020★ 7 cited
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning
Xi Yang, Ding Xia, Taichi Kin +1
Medicine is an important application area for deep learning models. Research in this field is a combination of medical expertise and data science knowledge. In this paper, instead…