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Classification of vasovagal syncope from physiological signals on tilt table testing.

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第一作者： Mahbuba,Ferdowsi

第一单位： Department of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, 43000, Kajang, Malaysia.;Centre for Healthcare Science and Technology, Universiti Tunku Abdul Rahman, 43000, Kajang, Malaysia.

作者： Mahbuba,Ferdowsi ^[1] ; Ban-Hoe,Kwan ^[1] ; Maw Pin,Tan ^[2] ; Nor' Izzati,Saedon ^[2] ; Sukanya,Subramaniam ^[3] ; Noor Fatin Izzati,Abu Hashim ^[3] ; Siti Sakinah,Mohd Nasir ^[3] ; Imran,Zainal Abidin ^[4] ; Kok Han,Chee ^[4] ; Choon-Hian,Goh ^[5]

作者单位： Department of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, 43000, Kajang, Malaysia.;Centre for Healthcare Science and Technology, Universiti Tunku Abdul Rahman, 43000, Kajang, Malaysia. ^[1] Ageing and Age-Associated Disorders Research Group, Department of Medicine, Faculty of Medicine, Universiti Malaya, 50603, Kuala Lumpur, Malaysia. ^[2] Cardiorespiratory Laboratories, Universiti Malaya Medical Center, 50603, Petaling Jaya, Malaysia. ^[3] Department of Cardiology, Department of Medicine, Faculty of Medicine, Universiti Malaya, 50603, Kuala Lumpur, Malaysia. ^[4] Department of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, 43000, Kajang, Malaysia. gohch@utar.edu.my.;Centre for Healthcare Science and Technology, Universiti Tunku Abdul Rahman, 43000, Kajang, Malaysia. gohch@utar.edu.my. ^[5]

关键词 Explainable artificial intelligence Head-up tilt test Machine learning Partial dependence plot Syncope