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Automatic detection of punctate white matter lesions in infants using deep learning of composite images from two cases

Punctate white matter lesions (PWMLs) in infants may be related to neurodevelopmental outcomes based on the location or number of lesions. This study aimed to assess the automatic detectability of PWMLs in infants on deep learning using composite images created from several cases. To create the init...

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Detalles Bibliográficos
Autores principales: Sun, Xuyang, Niwa, Tetsu, Okazaki, Takashi, Kameda, Sadanori, Shibukawa, Shuhei, Horie, Tomohiko, Kazama, Toshiki, Uchiyama, Atsushi, Hashimoto, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10023755/
https://www.ncbi.nlm.nih.gov/pubmed/36932141
http://dx.doi.org/10.1038/s41598-023-31403-3