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Physiologically Informed Digital Auscultation for Pneumonia Detection in Long-term Care Residents

Rasmussen, Nicholas et al.
arXiv (All) · Papers
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audio-and-speech-processingcomputer-vision-and-pattern-recognitionmachine-learningsound
Pneumonia is difficult to diagnose in older long-term care residents; multimorbidity and atypical presentations obscure signs, motivating operationally efficient objective testing. We analyzed multi-channel digital stethoscope recordings from 185 Japanese residents (73 pneumonia, 112 symptomatic wit
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