Search Results for author: Hellena Hempe

Found 3 papers, 1 papers with code

Shape Matters: Detecting Vertebral Fractures Using Differentiable Point-Based Shape Decoding

1 code implementation8 Dec 2023 Hellena Hempe, Alexander Bigalke, Mattias P. Heinrich

In this study, we specifically explore the use of shape auto-encoders for vertebrae, taking advantage of advancements in automated multi-label segmentation and the availability of large datasets for unsupervised learning.

Segmentation

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