Detection of subclinical rheumatic heart disease in children using a deep learning algorithm on digital stethoscope: a study protocol.

Fatima AliBabar HasanHuzaifa AhmadZahra HoodbhoyZainab BhuriwalaMuhammad HanifShahab U AnsariDevyani Chowdhury

Published in: BMJ open (2021)

This study focuses on determining the frequency of subclinical RHD in school-going children in Karachi, Pakistan and developing a DL algorithm to screen for this condition using a digital stethoscope.

Keyphrases

deep learning
machine learning
study protocol
young adults
randomized controlled trial
physical activity
rheumatoid arthritis
artificial intelligence
tertiary care
clinical trial
mental health
high throughput
pulmonary hypertension
convolutional neural network
neural network
single cell