Management of Patients With Unexplained Syncope: Derivation and Validation of a Simplified 2-Step Diagnostic Approach.

Ioannis Doundoulakis Dimitrios Tsiachris Athanasios Kordalis Leonidas Koliastasis Stergios Soulaidopoulos Petros Arsenos Anastasia XintarakouLamprini Iro BartsiokaPolychronis E Dilaveris Charalambos VlachopoulosSkevos SiderisKonstantinos P Tsioufis Christos-Konstantinos Antoniou

Published in: Journal of the American Heart Association (2023)

The low number needed to treat in the derivation cohort and the low percentage of syncope recurrence in the validation cohort supports the proposed 2-step electrophysiology-inclusive algorithm as a potentially low-cost, 1-day, structured tool for these patients.

Keyphrases

low cost
pulmonary embolism
end stage renal disease
newly diagnosed
ejection fraction
machine learning
prognostic factors
deep learning