Machine learning approach in diagnosing Takotsubo cardiomyopathy: The role of the combined evaluation of atrial and ventricular strain, and parametric mapping

Cardiac magnetic resonance (CMR) with late gadolinium enhancement (LGE) is a key diagnostic tool in the differential diagnosis between non-ischemic cause of cardiac chest pain. Some patients are not eligible for a gadolinium contrast-enhanced CMR; in this scenario, the diagnosis remains challenging...

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Bibliographic Details
Published in:	International journal of cardiology Vol. 373; pp. 124 - 133
Main Authors:	Cau, Riccardo, Pisu, Francesco, Porcu, Michele, Cademartiri, Filippo, Montisci, Roberta, Bassareo, Pierpaolo, Muscogiuri, Giuseppe, Amadu, Antonio, Sironi, Sandro, Esposito, Antonio, Suri, Jasjit S., Saba, Luca
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 15.02.2023
Subjects:	Atrial Fibrillation Chest Pain CMR Contrast Media Gadolinium Humans Machine learning Magnetic Resonance Imaging, Cine - methods Myocardial strain Predictive Value of Tests Retrospective Studies Takotsubo Takotsubo Cardiomyopathy - diagnostic imaging Ventricular Function, Left Takotsubo TTC Myocardial strain LA Machine learning LVEF CMR AUROC LV ML
ISSN:	0167-5273, 1874-1754, 1874-1754
Online Access:	Get full text
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