A medical percussion instrument using a wavelet-based method for archivable output and automatic classification

There is no standard instrument for carrying out medical percussion even though the procedure has been in continuous use since 1761. This study developed one such instrument. It generates medical percussion sounds in a reproducible manner and accurately classifies them into one of three classes. Per...

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Veröffentlicht in:	Computers in biology and medicine 2020-12, Vol.127, p.104100-104100, Article 104100
Hauptverfasser:	Ayodele, K.P., Ogunlade, O., Olugbon, O.J., Akinwale, O.B., Kehinde, L.O.
Format:	Artikel
Sprache:	eng
Schlagworte:	Abdomen Acoustics Algorithms Artificial neural networks Classification Computer applications Convolutional neural network Data acquisition Energy methods Impulses Information processing Lungs Machine learning Medical percussion Methods MobileNetV2 Morlet wavelet Neural networks Percussion Percussograph Polyvinyl chloride Propagation Scalogram Signal classification Signal processing Solenoids Sound Thorax Wavelet analysis X-rays
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