Development and evaluation of deep learning algorithms for assessment of acute burns and the need for surgery

Assessment of burn extent and depth are critical and require very specialized diagnosis. Automated image-based algorithms could assist in performing wound detection and classification. We aimed to develop two deep-learning algorithms that respectively identify burns, and classify whether they requir...

Descripción completa

Detalles Bibliográficos
Autores principales: Boissin, Constance, Laflamme, Lucie, Fransén, Jian, Lundin, Mikael, Huss, Fredrik, Wallis, Lee, Allorto, Nikki, Lundin, Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9889389/
https://www.ncbi.nlm.nih.gov/pubmed/36720894
http://dx.doi.org/10.1038/s41598-023-28164-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9889389/
https://www.ncbi.nlm.nih.gov/pubmed/36720894
http://dx.doi.org/10.1038/s41598-023-28164-4

Ejemplares similares