Journal Papers
- A Screening Method for Cervical Myelopathy Using Machine Learning to Analyze a Drawing Behavior
Eriku Yamada, Koji Fujita, Takuro Watanabe, Takafumi Koyama, Takuya Ibara, Akiko Yamamoto, Kazuya Tsukamoto, Hidetoshi Kaburagi, Akimoto Nimura, Toshitaka Yoshii, Yuta Sugiura, Atsushi Okawa
Scientific Reports,Vol.13,10015,2023-6-20. - Screening for degenerative cervical myelopathy with the 10-s grip-and-release test using a smartphone and machine learning: A pilot study
Takuya Ibara, Ryota Matsui, Takafumi Koyama, Eriku Yamada, Akiko Yamamoto, Kazuya Tsukamoto, Hidetoshi Kaburagi, Akimoto Nimura, Toshitaka Yoshii, Atsushi Okawa, Hideo Saito, Yuta Sugiura, Koji Fujita
Digital Health,Vol.9,1-10,2023-6-5. - High-Dimensional Analysis of Finger Motion and Screening of Cervical Myelopathy With a Noncontact Sensor: Diagnostic Case-Control Study
Takafumi Koyama*, Ryota Matsui*, Akiko Yamamoto, Eriku Yamada, Mio Norose, Takuya Ibara, Hidetoshi Kaburagi, Akimoto Nimura, Yuta Sugiura, Hideo Saito, Atsushi Okawa, Koji Fujita (*these authors contributed equally)
JMIR Biomedical Engineering,Vol.7,No.2,e41327 (9pages),2022-10-3.