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Automated deep neural network-based identification, localization, and tracking of cardiac structures for ultrasound-guided interventional surgery

BACKGROUND: The increase in the use of ultrasound-guided interventional therapy for cardiovascular diseases has increased the importance of intraoperative real-time cardiac ultrasound image interpretation. We thus aimed to develop a deep learning–based model to accurately identify, localize, and tra...

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Detalles Bibliográficos
Autores principales: Liu, Zeye, Li, Wenchao, Li, Hang, Zhang, Fengwen, Ouyang, Wenbin, Wang, Shouzheng, Wang, Cheng, Luo, Zhiling, Wang, Jinduo, Chen, Yan, Cao, Yinyin, Liu, Fang, Huang, Guoying, Pan, Xiangbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10183525/
https://www.ncbi.nlm.nih.gov/pubmed/37197521
http://dx.doi.org/10.21037/jtd-23-470