A screening method for cervical myelopathy using machine learning to analyze a drawing behavior

Abstract Early detection of cervical myelopathy (CM) is important for a favorable outcome, as its prognosis is poor when left untreated. We developed a screening method for CM using machine learning-based analysis of the drawing behavior of 38 patients with CM and 66 healthy volunteers. Using a styl...

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Bibliographic Details
Published in:	Scientific Reports
Main Authors:	Eriku Yamada, Koji Fujita, Takuro Watanabe, Takafumi Koyama, Takuya Ibara, Akiko Yamamoto, Kazuya Tsukamoto, Hidetoshi Kaburagi, Akimoto Nimura, Toshitaka Yoshii, Yuta Sugiura, Atsushi Okawa
Format:	Article
Language:	English
Published:	Nature Portfolio 2023-06-01
Online Access:	https://doi.org/10.1038/s41598-023-37253-3

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