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Full-Text Articles in Rheumatology
Detection Of Subclinical Rheumatic Heart Disease In Children Using A Deep Learning Algorithm On Digital Stethoscope: A Study Protocol, Fatima Ali, Babar Hasan, Huzaifa Ahmad, Zahra Hoodbhoy, Zainab Bhuriwala, Muhammad Hanif, Shahab U. Ansari, Devyani Chowdhury
Detection Of Subclinical Rheumatic Heart Disease In Children Using A Deep Learning Algorithm On Digital Stethoscope: A Study Protocol, Fatima Ali, Babar Hasan, Huzaifa Ahmad, Zahra Hoodbhoy, Zainab Bhuriwala, Muhammad Hanif, Shahab U. Ansari, Devyani Chowdhury
Department of Paediatrics and Child Health
Introduction: Rheumatic heart diseases (RHDs) contribute significant morbidity and mortality globally. To reduce the burden of RHD, timely initiation of secondary prophylaxis is important. The objectives of this study are to determine the frequency of subclinical RHD and to train a deep learning (DL) algorithm using waveform data from the digital auscultatory stethoscope (DAS) in predicting subclinical RHD.
Methods and analysis: We aim to recruit 1700 children from a group of schools serving the underprivileged over a 12-month period in Karachi (Pakistan). All consenting students within the age of 5-15 years with no underlying congenital heart disease will be eligible …