AIMC Topic: Auscultation

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Variation of the Korotkoff Stethoscope Sounds During Blood Pressure Measurement: Analysis Using a Convolutional Neural Network.

IEEE journal of biomedical and health informatics Nov 1, 2017
Korotkoff sounds are known to change their characteristics during blood pressure (BP) measurement, resulting in some uncertainties for systolic and diastolic pressure (SBP and DBP) determinations. The aim of this study was to assess the variation of ...
Humans Neural Networks, Computer Female Aged Young Adult Adult Male Middle Aged Blood Pressure Determination Blood Pressure Signal Processing, Computer-Assisted Stethoscopes Auscultation
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Application of semi-supervised deep learning to lung sound analysis.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
The analysis of lung sounds, collected through auscultation, is a fundamental component of pulmonary disease diagnostics for primary care and general patient monitoring for telemedicine. Despite advances in computation and algorithms, the goal of aut...
Humans Neural Networks, Computer Machine Learning Algorithms Databases, Factual Lung Models, Theoretical Lung Diseases Auscultation Respiratory Sounds
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Sleep snoring detection using multi-layer neural networks.

Bio-medical materials and engineering Jan 1, 2015
Snoring detection is important for diagnosing obstructive sleep apnea syndrome (OSAS) and other respiratory sleep disorders. In general, audio signal processing such as snoring sound analysis uses the frequency characteristics of the signal. Recently...
Humans Neural Networks, Computer Machine Learning Algorithms Reproducibility of Results Sensitivity and Specificity Diagnosis, Computer-Assisted Sleep Apnea, Obstructive Pattern Recognition, Automated Snoring Auscultation
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