A deep neural network using audio files for detection of aortic stenosis.
Ingo VoigtMarc BoeckmannOliver BruderAlexander WolfThomas SchmitzHeinrich WienekePublished in: Clinical cardiology (2022)
The present study shows that deep learning-guided auscultation predicts significant AS with similar accuracy as cardiologists. The results of this pilot study suggest that AI-assisted auscultation may help general practitioners without special cardiology training in daily practice.
Keyphrases
- aortic stenosis
- neural network
- deep learning
- transcatheter aortic valve replacement
- ejection fraction
- aortic valve replacement
- aortic valve
- transcatheter aortic valve implantation
- artificial intelligence
- left ventricular
- primary care
- healthcare
- physical activity
- coronary artery disease
- machine learning
- heart failure
- label free
- convolutional neural network
- real time pcr
- quantum dots
- sensitive detection