Assessing the efficacy of machine learning algorithms for syncope classification: A systematic review

• Main Authors: Goh, Choon-Hian, Ferdowsi, Mahbuba, Gan, Ming Hong, Kwan, Ban-How, Lim, Wei Yin, Tee, Yee Kai, Rosli, Roshaslina, Tan, Maw Pin *
• Format: Article
• Published: Elsevier 2024
• Subjects: Q Science (General); RB Pathology
• Online Access: http://eprints.sunway.edu.my/2553/; https://doi.org/10.1016/j.mex.2023.102508

Syncope is a transient loss of consciousness with rapid onset. The aims of the study were to systematically evaluate available machine learning (ML) algorithm for supporting syncope diagnosis to determine their performance compared to existing point scoring protocols. We systematically searched IEEE...