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Applications of artificial intelligence in cardiovascular imaging
Research into artificial intelligence (AI) has made tremendous progress over the past
decade. In particular, the AI-powered analysis of images and signals has reached human …
decade. In particular, the AI-powered analysis of images and signals has reached human …
[HTML][HTML] Artificial intelligence for the echocardiographic assessment of valvular heart disease
R Nedadur, B Wang, W Tsang - Heart, 2022 - heart.bmj.com
Developments in artificial intelligence (AI) have led to an explosion of studies exploring its
application to cardiovascular medicine. Due to the need for training and expertise, one area …
application to cardiovascular medicine. Due to the need for training and expertise, one area …
MobileUNet-FPN: A semantic segmentation model for fetal ultrasound four-chamber segmentation in edge computing environments
The apical four-chamber (A4C) view in fetal echocardiography is a prenatal examination
widely used for the early diagnosis of congenital heart disease (CHD). Accurate …
widely used for the early diagnosis of congenital heart disease (CHD). Accurate …
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography
Paediatric echocardiography is a standard method for screening congenital heart disease
(CHD). The segmentation of paediatric echocardiography is essential for subsequent …
(CHD). The segmentation of paediatric echocardiography is essential for subsequent …
Artificial intelligence applied to support medical decisions for the automatic analysis of echocardiogram images: A systematic review
VS de Siqueira, MM Borges, RG Furtado… - Artificial intelligence in …, 2021 - Elsevier
The echocardiogram is a test that is widely used in Heart Disease Diagnoses. However, its
analysis is largely dependent on the physician's experience. In this regard, artificial …
analysis is largely dependent on the physician's experience. In this regard, artificial …
Deep learning for transesophageal echocardiography view classification
Transesophageal echocardiography (TEE) imaging is a vital tool used in the evaluation of
complex cardiac pathology and the management of cardiac surgery patients. A key limitation …
complex cardiac pathology and the management of cardiac surgery patients. A key limitation …
An automated view classification model for pediatric echocardiography using artificial intelligence
Background View classification is a key step toward building a fully automated system for
interpretation of echocardiograms. However, compared with adult echocardiograms …
interpretation of echocardiograms. However, compared with adult echocardiograms …
[HTML][HTML] Automated estimation of mitral annular plane systolic excursion by artificial intelligence from 3D ultrasound recordings
Perioperative monitoring of cardiac function is beneficial for early detection of cardiovascular
complications. The standard of care for cardiac monitoring performed by trained …
complications. The standard of care for cardiac monitoring performed by trained …
Contemporary applications of machine learning for device therapy in heart failure
Despite a better understanding of the underlying pathogenesis of heart failure (HF),
pharmacotherapy, surgical, and percutaneous interventions do not prevent disease …
pharmacotherapy, surgical, and percutaneous interventions do not prevent disease …
Overview and clinical applications of artificial intelligence and machine learning in cardiac anesthesiology
Artificial intelligence-(AI) and machine learning (ML)-based applications are becoming
increasingly pervasive in the healthcare setting. This has in turn challenged clinicians …
increasingly pervasive in the healthcare setting. This has in turn challenged clinicians …