心力衰竭无阻塞性睡眠呼吸暂停数据集

数据集获取（Figshare）

• 源站标题：HF without OSA
• DOI：10.6084/m9.figshare.18692612.v8
• 发布日期：2022-01-19
• 文件数：1 个
• 文件总体积：30.60 KB
• 源站页面：https://figshare.com/articles/dataset/CPAP_HF_OSA/18692612

命令行下载

curl -L -o "HF最终版.xlsx" "https://ndownloader.figshare.com/files/33486584"

文件清单

• HF最终版.xlsx（30.60 KB）

文件总体积 30.60 KB（源站 API 实测）。

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

The following data were collected at the first medical visit and during follow-up (1) echocardiography parameters, including left ventricular ejection fraction (LVEF), left ventricular end-diastolic volume (LVEDD), left atria size (LA), interventricular septum thickness (IVS) and left ventricular posterior wall (LVPW), the ratio of early diastolic mitral in flow velocity (E) to early diastolic TDI annular velocityle’s (E/e’) , and calculated left ventricular mass index (LVMI); (2) N-terminal B-type natriuretic peptide (NT-proBNP); (3) Physical examination information and New York Heart Association (NYHA) functional class; (4) history of smoking and drinking; (5) drugs for heart failure, co-morbidities (cardiovascular, metabolic, and respiratory);

许可

CC0

引用

学术使用请引用 DOI 10.6084/m9.figshare.18692612.v8（source: https://figshare.com/articles/dataset/CPAP_HF_OSA/18692612）。