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Classification of vasovagal syncope from physiological signals on tilt table testing

Abstract Background The diagnostic test for vasovagal syncope (VVS), the most common cause of syncope is head-up tilt test (HUTT) assessment. During the test, subjects experienced clinical symptoms such as nausea, sweating, pallor, the feeling of palpitations, being on the verge of passing out, and...

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Principais autores: Mahbuba Ferdowsi, Ban-Hoe Kwan, Maw Pin Tan, Nor’ Izzati Saedon, Sukanya Subramaniam, Noor Fatin Izzati Abu Hashim, Siti Sakinah Mohd Nasir, Imran Zainal Abidin, Kok Han Chee, Choon-Hian Goh
Formato: Artigo
Idioma:Inglês
Publicado: BMC 2024-03-01
Series:BioMedical Engineering OnLine
Assuntos:
Syncope
Head-up tilt test
Machine learning
Explainable artificial intelligence
Partial dependence plot
Acceso en liña:https://doi.org/10.1186/s12938-024-01229-9
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