Deep Learning–Enabled Assessment of Left Heart Structure and Function Predicts Cardiovascular Outcomes

Blinded, randomized trial of sonographer versus AI cardiac function assessment

(2023) Bryan He et al.   NATURE

High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning

(2022) Grant Duffy et al.   JAMA Cardiology

Cohort design and natural language processing to reduce bias in electronic health records research

(2022) Shaan Khurshid et al.   npj Digital Medicine

A formal validation of a deep learning-based automated workflow for the interpretation of the echocardiogram

(2022) Jasper Tromp et al.   Nature Communications

Video-based AI for beat-to-beat assessment of cardiac function

(2020) David Ouyang et al.   NATURE

Prognostic Significance of Echocardiographic Measures of Cardiac Remodeling

(2019) Beatrice von Jeinsen et al.   JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY

Echocardiographic Features of Patients With Heart Failure and Preserved Left Ventricular Ejection Fraction

(2019) Amil M. Shah et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Predicting Survival From Large Echocardiography and Electronic Health Record Datasets

(2018) Manar D. Samad et al.   JACC-Cardiovascular Imaging

Fully Automated Echocardiogram Interpretation in Clinical Practice

(2018) Jeffrey Zhang et al.   CIRCULATION

Electronic health records to facilitate clinical research

(2016) Martin R. Cowie et al.   Clinical Research in Cardiology

U.S. Hospital Use of Echocardiography

(2016) Alexander Papolos et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Influence of ejection fraction on outcomes and efficacy of spironolactone in patients with heart failure with preserved ejection fraction

(2015) Scott D. Solomon et al.   EUROPEAN HEART JOURNAL

Recommendations for Cardiac Chamber Quantification by Echocardiography in Adults: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging

(2015) Roberto M. Lang et al.   JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY

Recommendations for Cardiac Chamber Quantification by Echocardiography in Adults: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging

(2015) Roberto M. Lang et al.   European Heart Journal-Cardiovascular Imaging