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cs.CV2024
On the Viability of Semi-Supervised Segmentation Methods for Statistical Shape Modeling
Asma Khan, Tushar Kataria, Janmesh Ukey +1
Statistical Shape Models (SSMs) excel at identifying population level anatomical variations, which is at the core of various clinical and biomedical applications, including morphol…
cs.CV2024
MASSM: An End-to-End Deep Learning Framework for Multi-Anatomy Statistical Shape Modeling Directly From Images
Janmesh Ukey, Tushar Kataria, Shireen Y. Elhabian
Statistical Shape Modeling (SSM) effectively analyzes anatomical variations within populations but is limited by the need for manual localization and segmentation, which relies on…