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Assessment of the functional severity of coronary lesions from optical coherence tomography based on ensembled learning

Abstract Background Atherosclerosis is one of the most frequent cardiovascular diseases. The dilemma faced by physicians is whether to treat or postpone the revascularization of lesions that fall within the intermediate range given by an invasive fractional flow reserve (FFR) measurement. The paper...

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Principais autores: Irina-Andra Tache, Cosmin-Andrei Hatfaludi, Andrei Puiu, Lucian Mihai Itu, Nicoleta-Monica Popa-Fotea, Lucian Calmac, Alexandru Scafa-Udriste
Formato: Artigo
Idioma:Inglês
Publicado em: BMC 2023-12-01
coleção:BioMedical Engineering OnLine
Assuntos:
Fractional flow reserve
Optical coherence tomography
Stenosis
Supervised learning
Ensemble model
Acesso em linha:https://doi.org/10.1186/s12938-023-01192-x
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