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Multi-channel deep learning model-based myocardial spatial–temporal morphology feature on cardiac MRI cine images diagnoses the cause of LVH

BACKGROUND: To develop a fully automatic framework for the diagnosis of cause for left ventricular hypertrophy (LVH) via cardiac cine images. METHODS: A total of 302 LVH patients with cine MRI images were recruited as the primary cohort. Another 53 LVH patients prospectively collected or from multi-...

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Detalles Bibliográficos
Autores principales: Diao, Kaiyue, Liang, Hong-qing, Yin, Hong-kun, Yuan, Ming-jing, Gu, Min, Yu, Peng-xin, He, Sen, Sun, Jiayu, Song, Bin, Li, Kang, He, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126185/
https://www.ncbi.nlm.nih.gov/pubmed/37093501
http://dx.doi.org/10.1186/s13244-023-01401-0