Heart and Lung Sounds Dataset Recorded from a Clinical Manikin using Digital Stethoscope (HLS-CMDS)
使用数字听诊器从临床人体模型记录的535个心音和肺音录音，含单独和混合、正常和异常声音，用于AI研究。
基本信息
资源简介
Heart and Lung Sounds Dataset Recorded from a Clinical Manikin using Digital Stethoscope (HLS-CMDS)
【一句话概览】
本数据集是 figshare 公开的音频数据集，收录 7 个文件、合计 37.75 MB，主题涵盖 machine learning、deep learning、artificial intelligence、large language models、IoT，可用于语音、呼吸音等声学信号建模，CC BY 4.0 许可开放获取。
【数据集背景】
项目资助方：Natural Sciences and Engineering Research Council of Canada (NSERC)。源站首次发布：2025-05-09。
【数据内容】
源站原始描述：This dataset contains 535 recordings of heart and lung sounds captured using a digital stethoscope from a clinical manikin, including both individual and mixed recordings of heart and lung sounds; 50 heart sounds, 50 lung sounds, and 145 mixed sounds. For each mixed sound, the corresponding source heart sound (145 recordings) and source lung sound (145 recordings) were also recorded. It includes recordings from different anatomical chest locations, with normal and abnormal sounds. Each recording…
文件 HLS_CMDS_README.txt 为文本内容，开头为：# README: HLS-CMDS Dataset Heart and Lung Sounds Dataset Recorded from a Clinical Manikin using Digital Stethoscope (HLS-CMDS) Dataset Overview This da…
【数据结构与技术规格】
文件数 7 个，合计 37.75 MB。HLS_CMDS_README.txt：text/plain，3.18 KB。LS.zip：application/zip，3.48 MB。数据集 DOI：10.6084/m9.figshare.29000189.v1。
【主题与分类】
源站学科分类：Respiratory diseases、Cardiology (incl. cardiovascular diseases)、Cardiovascular medicine and haematology not elsewhere classified、Bioinformatic methods development、Biomedical engineering not elsewhere classified、Data communications。主题标签：machine learning、deep learning、artificial intelligence、large language models、IoT、signal processing、communications、Computational Intelligence Algorithms、health、heart。
【适用方向】
音频数据可用于声学信号分析建模，如语音与呼吸音相关研究。
【获取与许可】
源站页面：https://figshare.com/articles/dataset/Heart_and_Lung_Sounds_Dataset_Recorded_from_a_Clinical_Manikin_using_Digital_Stethoscope_HLS-CMDS_/29000189
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Torabi, Yasaman; Shirani, Shahram; P. Reilly, James (2025). Heart and Lung Sounds Dataset Recorded from a Clinical Manikin using Digital Stethoscope (HLS-CMDS). figshare. Dataset
下载信息
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使用方式
数据集获取（Figshare）
- 源站标题：Heart and Lung Sounds Dataset Recorded from a Clinical Manikin using Digital Stethoscope (HLS-CMDS)
- DOI：10.6084/m9.figshare.29000189.v1
- 发布日期：2025-05-09
- 文件数：7 个
- 文件总体积：37.75 MB
- 源站页面：https://figshare.com/articles/dataset/Heart_and_Lung_Sounds_Dataset_Recorded_from_a_Clinical_Manikin_using_Digital_Stethoscope_HLS-CMDS_/29000189
命令行下载
curl -L -o "HLS_CMDS_README.txt" "https://ndownloader.figshare.com/files/54383258"
curl -L -o "Mix.zip" "https://ndownloader.figshare.com/files/54383294"
curl -L -o "LS.zip" "https://ndownloader.figshare.com/files/54383279"
curl -L -o "HS.zip" "https://ndownloader.figshare.com/files/54383285"
curl -L -o "HS.csv" "https://ndownloader.figshare.com/files/54383282"
curl -L -o "LS.csv" "https://ndownloader.figshare.com/files/54383288"
curl -L -o "Mix.csv" "https://ndownloader.figshare.com/files/54383291"
文件清单
HLS_CMDS_README.txt（3.18 KB）Mix.zip（30.89 MB）LS.zip（3.48 MB）HS.zip（3.37 MB）HS.csv（1.63 KB）LS.csv（1.34 KB）Mix.csv（7.29 KB）
文件总体积 37.75 MB（源站 API 实测）。
数据说明
This dataset contains 535 recordings of heart and lung sounds captured using a digital stethoscope from a clinical manikin, including both individual and mixed recordings of heart and lung sounds; 50 heart sounds, 50 lung sounds, and 145 mixed sounds. For each mixed sound, the corresponding source heart sound (145 recordings) and source lung sound (145 recordings) were also recorded. It includes recordings from different anatomical chest locations, with normal and abnormal sounds. Each recording has been filtered to highlight specific sound types, making it valuable for artificial intelligence (AI) research and applications. If you use this dataset, please cite: Y. Torabi, S. Shirani, and J. P. Reilly, “Descriptor: Heart and Lung Sounds Dataset Recorded from a Clinical Manikin using Digital Stethoscope (HLS-CMDS),” in IEEE Data Descriptions, https://doi.org/10.1109/IEEEDATA.2025.3566012.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.29000189.v1（source: https://figshare.com/articles/dataset/Heart_and_Lung_Sounds_Dataset_Recorded_from_a_Clinical_Manikin_using_Digital_Stethoscope_HLS-CMDS_/29000189）。
数据缺失？
依托陕西、四川两大基地，我们与超过十家三甲医院建立直接合作关系，覆盖合规授权、采集治理、专业标注、数据交付的全流程，为AI医疗团队提供即拿即用的高质量临床数据。
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