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Development of a convolutional neural network for the identification and the measurement of the median nerve on ultrasound images acquired at carpal tunnel level

BACKGROUND: Deep learning applied to ultrasound (US) can provide a feedback to the sonographer about the correct identification of scanned tissues and allows for faster and standardized measurements. The most frequently adopted parameter for US diagnosis of carpal tunnel syndrome is the increasing o...

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Detalles Bibliográficos
Autores principales: Smerilli, Gianluca, Cipolletta, Edoardo, Sartini, Gianmarco, Moscioni, Erica, Di Cosmo, Mariachiara, Fiorentino, Maria Chiara, Moccia, Sara, Frontoni, Emanuele, Grassi, Walter, Filippucci, Emilio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822696/
https://www.ncbi.nlm.nih.gov/pubmed/35135598
http://dx.doi.org/10.1186/s13075-022-02729-6