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

Abstract 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...

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Bibliographic Details
Main Authors: Xuyang Sun, Tetsu Niwa, Takashi Okazaki, Sadanori Kameda, Shuhei Shibukawa, Tomohiko Horie, Toshiki Kazama, Atsushi Uchiyama, Jun Hashimoto
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-31403-3