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Deformable appearance pyramids for anatomy representation, landmark detection and pathology classification

PURPOSE: Representation of anatomy appearance is one of the key problems in medical image analysis. An appearance model represents the anatomies with parametric forms, which are then vectorised for prior learning, segmentation and classification tasks. METHODS: We propose a part-based parametric app...

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Detalles Bibliográficos
Autores principales: Zhang, Qiang, Bhalerao, Abhir, Hutchinson, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5541155/
https://www.ncbi.nlm.nih.gov/pubmed/28580526
http://dx.doi.org/10.1007/s11548-017-1622-5