Automated interpretation of stress echocardiography reports using natural language processing.

Chengyi ZhengBenjamin C SunYi-Lin WuMaros FerencikMing-Sum LeeRita F RedbergAniket A KawatkarVisanee V MusigdilokAdam L Sharp

Published in: European heart journal. Digital health (2022)

Natural language processing is an accurate and efficient method for abstracting unstructured SE reports. This approach creates new opportunities for research, public health measures, and care improvement.

Keyphrases

public health
autism spectrum disorder
healthcare
adverse drug
palliative care
machine learning
left ventricular
computed tomography
deep learning
pulmonary hypertension
high throughput
high resolution
quality improvement
heart failure
stress induced
global health
mass spectrometry
single cell