Artificial intelligence-based classification of echocardiographic views.

Jwan A NaserEunjung LeeMichael S SabbahGal TsabanJeffrey G MalinsJohn I JacksonD M AnisuzzamanBehrouz RostamiFrancisco Lopez-JimenezPaul A FriedmanGarvan C KanePatricia A Pellikka Itzhak Zachi Attia

Published in: European heart journal. Digital health (2024)

An automated view classifier utilizing CNNs was able to classify cardiac views obtained using TTE and POCUS with high accuracy. The view classifier will facilitate the application of deep learning to echocardiography.

Keyphrases

deep learning
artificial intelligence
left ventricular
machine learning
big data
pulmonary hypertension
convolutional neural network
left atrial
mitral valve
computed tomography
heart failure
ejection fraction
atrial fibrillation