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Convolutional neural networks for detection of transthyretin amyloidosis in 2D scintigraphy images

BACKGROUND: Transthyretin amyloidosis (ATTR) is a progressive disease which can be diagnosed non-invasively using bone avid [(99m)Tc]-labeled radiotracers. Thus, ATTR is also an occasional incidental finding on bone scintigraphy. In this study, we trained convolutional neural networks (CNN) to autom...

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Detalles Bibliográficos
Autores principales: Halme, Hanna-Leena, Ihalainen, Toni, Suomalainen, Olli, Loimaala, Antti, Mätzke, Sorjo, Uusitalo, Valtteri, Sipilä, Outi, Hippeläinen, Eero
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9079204/
https://www.ncbi.nlm.nih.gov/pubmed/35524861
http://dx.doi.org/10.1186/s13550-022-00897-9