遇见数据集

A dataset of lung sounds recorded from the chest wall using an electronic stethoscope

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Mendeley Data2021-01-28 更新2026-04-09 收录
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Annotated audio files (separate combined annotation file) of lung sounds as recorded from various vantage points of the chest wall. The annotation includes the sound type (Insipratory: I, Experiatory: E, Wheezes: W, Crackles: C , N:Normal), the diagnosis as decided by a specialist (Asthma, COPD, BRON, heart failure, lung fibrosis, etc.), and the location on the chest wall from which the recording was taken (Posterior: P Lower: L Left: L Right R, UPPER: U, ANTERIOR: A, MIDDLE: M). The audio file names are coded: 1. Filter type; B: BELL 20-200Hz, Diaphragm 100-500 Hz, Extended range 50-500 Hz. 2. Patient number: P1-P112. The zipped folder "Audio Files.zip" contains the .wav files, whereas "Stethoscope Files.zip" contains the original records imported from the stethoscope.

本数据集收录了从胸壁不同点位录制的肺部音频及其标注文件,另提供一份独立的合并式总标注文件。标注内容涵盖三项信息:一是音型标注,包含吸气相(Insipratory: I)、呼气相(Experiatory: E)、哮鸣音(Wheezes: W)、湿啰音(Crackles: C)与正常音(N:Normal);二是专家确诊的病症类别,涵盖哮喘(Asthma)、慢性阻塞性肺疾病(COPD)、支气管疾病(BRON)、心力衰竭、肺纤维化等;三是音频录制的胸壁点位,包括后胸部(Posterior: P)、下部(Lower: L)、左侧(Left: L)、右侧(Right: R)、上部(UPPER: U)、前胸部(ANTERIOR: A)与中部(MIDDLE: M)。 音频文件名遵循如下编码规则:1. 滤波类型:B对应20-200Hz钟型(BELL)听诊器,Diaphragm对应100-500Hz膜型听诊器,Extended range对应50-500Hz宽量程听诊器;2. 患者编号:P1至P112。 压缩包"Audio Files.zip"内含.wav格式音频文件,而"Stethoscope Files.zip"则收录了从听诊器导入的原始录制数据。

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2021-01-28
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