Automatic Grading of Stroke Symptoms for Rapid Assessment Using Optimized Machine Learning and 4-Limb Kinematics: Clinical Validation Study
Automatic Grading of Stroke Symptoms for Rapid Assessment Using Optimized Machine Learning and 4-Limb Kinematics: Clinical Validation Study
Eunjeong Park
1
, PhD ;
Kijeong Lee
2
, MD ;
Taehwa Han
3
, PhD ;
Hyo Suk Nam
4
, MD, PhD
1
Cerebro-Cardiovascular Disease Research Center, Yonsei University College of Medicine, Seoul, Republic of Korea
2
Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
3
Health-IT Center, Yonsei University College of Medicine, Seoul, Republic of Korea
4
Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
Corresponding Author:
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Hyo Suk Nam, MD, PhD
-
Department of Neurology
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Yonsei University College of Medicine
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50 Yonsei-ro, Seodaemoon-gu
-
Seoul, 03722
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Republic of Korea
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Phone:
82 222280245
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Email: hsnam@yuhs.ac