Left Atrial Strain in the Assessment of Diastolic Function in Heart Failure: A Machine Learning Approach.

Erberto Carluccio,Matteo Cameli,Andrea Rossi,Frank Lloyd Dini,Paolo Biagioli,Anna Mengoni,Francesca Jacoangeli,Giulia Elena Mandoli,Maria Concetta Pastore,Caterina Maffeis,Giuseppe Ambrosio

Circulation. Cardiovascular imaging（2023）

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摘要

Integrating PALS by machine learning algorithm in DD classification improves risk stratification over recommended current criteria, regardless of ejection fraction status. This proof of concept study needs further validation of the proposed algorithm to assess generalizability to other populations.

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关键词

2D echocardiography,atrial function,diastole,heart failure,machine learning

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