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A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology.
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology.
2020
James R. Clough
Nicholas Byrne
Ilkay Oksuz
Veronika A. Zimmer
Julia A. Schnabel
Andrew P. King
Keywords:
Artificial neural network
Deep learning
Image segmentation
Artificial intelligence
Embedding
Topological data analysis
Topology
Computer science
Persistent homology
Segmentation
MNIST database
Correction
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