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Ouyang, David

One or more keywords matched the following items that are connected to Ouyang, David

Item Type	Name
Concept	Machine Learning
Concept	Unsupervised Machine Learning
Academic Article	Deep learning evaluation of biomarkers from echocardiogram videos.
Academic Article	Using Deep Learning to Predict Cardiovascular Magnetic Resonance Findings From Echocardiographic Videos.
Academic Article	Automated Deep Learning Pipeline for Characterizing Left Ventricular Diastolic Function.
Academic Article	Simple models vs. deep learning in detecting low ejection fraction from the electrocardiogram.
Academic Article	Video-based AI for beat-to-beat assessment of cardiac function.
Academic Article	Deep learning on electrocardiogram waveforms to stratify risk of obstructive stable coronary artery disease.
Academic Article	Deep Learning of Electrocardiograms in Sinus Rhythm From US Veterans to Predict Atrial Fibrillation.
Academic Article	High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning.
Academic Article	Video-Based Deep Learning for Automated Assessment of Left Ventricular Ejection Fraction in Pediatric Patients.
Academic Article	Machine Learning in Imaging: What is JASE Looking For?
Academic Article	A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease.
Academic Article	Deep Learning for Cardiovascular Imaging: A Review.
Academic Article	Deep learning to detect left ventricular structural abnormalities in chest X-rays.
Academic Article	Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart.
Academic Article	Prospective clinical evaluation of deep learning for ultrasonographic screening of abdominal aortic aneurysms.
Academic Article	Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms.
Academic Article	A Machine Learning Algorithm Predicts Duration of hospitalization in COVID-19 patients.
Academic Article	PACT-3D, a deep learning algorithm for pneumoperitoneum detection in abdominal CT scans.
Academic Article	Deep learning for transesophageal echocardiography view classification.
Academic Article	A deep learning phenome wide association study of the electrocardiogram.
Academic Article	Revival and Revision of Right Ventricular Assessment by Machine Learning.
Academic Article	Characterizing Mitral Regurgitation With Precision Phenotyping and Unsupervised Learning.
Academic Article	How to evaluate deep learning for cancer diagnostics - factors and recommendations.
Academic Article	Automated Deep Learning Phenotyping of Tricuspid Regurgitation in Echocardiography.
Academic Article	Deep learning-based electrocardiographic screening for chronic kidney disease.
Academic Article	Author Correction: Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart.
Academic Article	Severe aortic stenosis detection by deep learning applied to echocardiography.
Academic Article	Detection of cardiac amyloidosis using machine learning on routine echocardiographic measurements.
Academic Article	Multimodal deep learning enhances diagnostic precision in left ventricular hypertrophy.
Academic Article	Machine Learning and Bias in Medical Imaging: Opportunities and Challenges.
Academic Article	Deep learning evaluation of echocardiograms to identify occult atrial fibrillation.
Academic Article	Deep learning-enabled analysis of medical images identifies cardiac sphericity as an early marker of cardiomyopathy and related outcomes.
Academic Article	Predicting Cardiac Magnetic Resonance-Derived Ejection Fraction from Echocardiogram Via Deep Learning Approach in Tetralogy of Fallot.
Academic Article	Deep Learning Preoperative Risk Stratification.
Academic Article	AI-echocardiography: Current status and future direction.
Academic Article	Interpretable deep learning prediction of 3d assessment of cardiac function.
Academic Article	Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study.
Academic Article	Detecting structural heart disease from electrocardiograms using AI.
Academic Article	Using Deep learning to Predict Cardiovascular Magnetic Resonance Findings from Echocardiography Videos.
Academic Article	Artificial Intelligence Automation of Echocardiographic Measurements.
Academic Article	Deep Learning-Derived Myocardial Strain.
Academic Article	High-Throughput Deep Learning Detection of Mitral Regurgitation.
Academic Article	Opportunistic Screening of Chronic Liver Disease with Deep Learning Enhanced Echocardiography.
Academic Article	Comprehensive aortic stenosis characterization using multi-view deep learning.
Academic Article	Current State of Artificial Intelligence in Assessing Cardiac Function.
Academic Article	Detection of Left Ventricular Outflow Obstruction From Standard B-Mode Echocardiogram Videos Using Deep Learning.
Academic Article	Deep Learning-Enabled Screening of Chronic Kidney Disease from Echocardiography.
Academic Article	Automated Phenotyping of Mitral Stenosis Using Deep Learning.
Academic Article	Deep learning models to detect hidden clinical correlates.
Academic Article	Opportunistic Screening of Chronic Liver Disease with Deep-Learning-Enhanced Echocardiography.
Academic Article	Deep Learning-Based Continuous QT Monitoring to Identify High-Risk Prolongation Events After Class III Antiarrhythmic Initiation.
Academic Article	Clinical risk prediction models for worsening heart failure events and all-cause mortality in adults with mild-to-moderate chronic kidney disease.
Academic Article	Deep learning-enabled screening of chronic kidney disease from echocardiography.

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