Bürgin, Vincent
- Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology
2024/07/05 by Stucki, Nico, Bürgin, Vincent, Paetzold, Johannes C. +1 · 2 citations
#Algebraic Topology (math.AT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics
- Robust vertebra identification using simultaneous node and edge predicting Graph Neural Networks
2023/07/27 by Vincent Bürgin, Raphaël Prevost, Bürgin, Vincent +3 · 1 citation
Dentistry · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #electronic engineering #information engineering
- S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences
2023/04/15 by Lennart Bastian, Alexander Bauman, Bastian, Lennart +13 · 1 citation
Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging and Analysis