Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation

Peripheral nerve blocking (PNB) is a standard procedure to support regional anesthesia. Still, correct localization of the nerve’s structure is needed to avoid adverse effects; thereby, ultrasound images are used as an aid approach. In addition, image-based automatic nerve segmentation from deep lea...

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Detalles Bibliográficos
Autores principales: Jimenez-Castaño, Cristian Alfonso, Álvarez-Meza, Andrés Marino, Aguirre-Ospina, Oscar David, Cárdenas-Peña, David Augusto, Orozco-Gutiérrez, Álvaro Angel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617795/
https://www.ncbi.nlm.nih.gov/pubmed/34833817
http://dx.doi.org/10.3390/s21227741

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617795/
https://www.ncbi.nlm.nih.gov/pubmed/34833817
http://dx.doi.org/10.3390/s21227741

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