A Machine Learning Approach Based on Spatio-Temporal Informations in the Detection of Patent Foramen Ovale from Contrast Transthoracic Echocardiography Images: A Primary Study

Author:

Yang Jing,Zhang Shiquan,Yu Hangyuan,Zhang Huiqin,Lan Tingyu,Zhang Meng,Huang Wenyan,Zhang Wei,Li Yongjia,Cheng Linggang,Tian Jiawei,Yuan Jianjun,Ran Haitao,Guo Yanli,Zhang Ruifang,Zhang Hongxia,Wang Anxin,Du Lijuan,He Wen

Publisher

Elsevier BV

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference18 articles.

1. The Indian Academy of Echocardiography practice guideline for the performance of transesophageal echocardiographic evaluation of a patient with cerebrovascular stroke;N Burkule;Journal of The Indian Academy of Echocardiography & Cardiovascular Imaging,2018

2. Transcranial Doppler versus transthoracic echocardiography for the detection of patent foramen ovale in patients with cryptogenic cerebral ischemia: A systematic review and diagnostic test accuracy meta-analysis;A H Katsanos;Ann Neurol,2016

3. Intracardiac echocardiography for percutaneous patent foramen ovale and atrial septal defect occlusion;C Kavvouras;Herz,2019

4. Diagnosis and management of patent foramen ovale;S Buchholz;Postgrad Med J,2012

5. The Efficacy of Contrast Transthoracic Echocardiography and Contrast Transcranial Doppler for the Detection of Patent Foramen Ovale Related to Cryptogenic Stroke;J Yang;BioMed Research International,2020

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