AIMC Topic: Echocardiography

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Predicting post-operative right ventricular failure using video-based deep learning.

Nature communications Aug 31, 2021
Despite progressive improvements over the decades, the rich temporally resolved data in an echocardiogram remain underutilized. Human assessments reduce the complex patterns of cardiac wall motion, to a small list of measurements of heart function. A...
Ventricular Dysfunction, Right Heart Failure Postoperative Period Preoperative Care Video Recording Echocardiography Deep Learning Heart Humans Retrospective Studies
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Artificial intelligence-enhanced echocardiography in the emergency department.

Emergency medicine Australasia : EMA Aug 25, 2021
A focused cardiac ultrasound performed by an emergency physician is becoming part of the standard assessment of patients in a variety of clinical situations. The development of inexpensive, portable handheld devices promises to make point-of-care ult...
Heart Echocardiography Ultrasonography Emergency Service, Hospital Humans Artificial Intelligence
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Artificial intelligence in echocardiography: detection, functional evaluation, and disease diagnosis.

Cardiovascular ultrasound Aug 20, 2021
Ultrasound is one of the most important examinations for clinical diagnosis of cardiovascular diseases. The speed of image movements driven by the frequency of the beating heart is faster than that of other organs. This particularity of echocardiogra...
Humans Artificial Intelligence Ultrasonography Heart Cardiovascular Diseases Echocardiography
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Detection of hypertrophic cardiomyopathy by an artificial intelligence electrocardiogram in children and adolescents.

International journal of cardiology Aug 19, 2021
BACKGROUND: There is no established screening approach for hypertrophic cardiomyopathy (HCM). We recently developed an artificial intelligence (AI) model for the detection of HCM based on the 12‑lead electrocardiogram (AI-ECG) in adults. Here, we aim...
Adolescent Child, Preschool Child Male Echocardiography Cardiomyopathy, Hypertrophic Electrocardiography Mass Screening Humans Female Adult Artificial Intelligence
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The Role of Deep Learning-Based Echocardiography in the Diagnosis and Evaluation of the Effects of Routine Anti-Heart-Failure Western Medicines in Elderly Patients with Acute Left Heart Failure.

Journal of healthcare engineering Aug 9, 2021
OBJECTIVE: The role of deep learning-based echocardiography in the diagnosis and evaluation of the effects of routine anti-heart-failure Western medicines was investigated in elderly patients with acute left heart failure (ALHF).
Electrocardiography Heart Failure Echocardiography Quality of Life Deep Learning Humans Aged
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Detection of subclinical rheumatic heart disease in children using a deep learning algorithm on digital stethoscope: a study protocol.

BMJ open Aug 5, 2021
INTRODUCTION: Rheumatic heart diseases (RHDs) contribute significant morbidity and mortality globally. To reduce the burden of RHD, timely initiation of secondary prophylaxis is important. The objectives of this study are to determine the frequency o...
Mitral Valve Insufficiency Rheumatic Fever Echocardiography Rheumatic Heart Disease Prevalence Humans Child Adolescent Mass Screening Child, Preschool Deep Learning
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Skills Classification in Cardiac Ultrasound with Temporal Convolution and Domain Knowledge Using a Low-Cost Probe Tracker.

Ultrasound in medicine & biology Aug 1, 2021
As point-of-care ultrasound (POCUS) becomes more integrated into clinical practice, it is essential to address all aspects of ultrasound operator proficiency. Ultrasound proficiency requires the ability to acquire, interpret and integrate bedside ult...
Echocardiography Humans Neural Networks, Computer Ultrasonography Point-of-Care Testing
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Artificial Intelligence-Enabled Electrocardiography to Screen Patients with Dilated Cardiomyopathy.

The American journal of cardiology Jul 24, 2021
Undiagnosed dilated cardiomyopathy (DC) can be asymptomatic or present as sudden cardiac death, therefore pre-emptively identifying and treating patients may be beneficial. Screening for DC with echocardiography is expensive and labor intensive and s...
Male Ventricular Function, Left Echocardiography Female Reproducibility of Results Mass Screening Cardiomyopathy, Dilated Middle Aged Electrocardiography Artificial Intelligence Algorithms Humans
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Systematic Quantification of Sources of Variation in Ejection Fraction Calculation Using Deep Learning.

JACC. Cardiovascular imaging Jul 14, 2021
Echocardiography Deep Learning Predictive Value of Tests Ventricular Function, Left Stroke Volume Humans
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Can Machine Learning Help Simplify the Measurement of Diastolic Function in Echocardiography?

JACC. Cardiovascular imaging Jul 14, 2021
Humans Machine Learning Predictive Value of Tests Diastole Echocardiography
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