Patient-specific Cardio-respiratory Motion Prediction in X-ray Angiography using LSTM Networks

OBJECTIVE. To develop a novel patient-specific cardio-respiratory motion prediction approach for X-ray angiography time series based on a simple long short-term memory (LSTM) model. APPROACH. The cardio-respiratory motion behavior in an X-ray image sequence was represented as a sequence of 2D affine...

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Detalles Bibliográficos
Autores principales: Azizmohammadi, Fariba, Castellanos, Iñaki Navarro, Miró, Joaquim, Segars, Paul, Samei, Ehsan, Duong, Luc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280804/
https://www.ncbi.nlm.nih.gov/pubmed/36595253
http://dx.doi.org/10.1088/1361-6560/acaba8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280804/
https://www.ncbi.nlm.nih.gov/pubmed/36595253
http://dx.doi.org/10.1088/1361-6560/acaba8

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