女性冠状动脉疾病：了解性别相关差异

数据集获取（Figshare）

• 源站标题：Coronary Artery Disease in Women: Getting to Know Gender Related Disparities
• DOI：10.6084/m9.figshare.23659312.v1
• 发布日期：2023-07-11
• 文件数：4 个
• 文件总体积：234.94 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Coronary_Artery_Disease_in_Women_Getting_to_Know_Gender_Related_Disparities/23659312

命令行下载

curl -L -o "9eb83315bf5180179e97577e19f3141a6c6b84de.jpg" "https://ndownloader.figshare.com/files/41518486"
curl -L -o "dfde74e5f7b10b088c7fc7d7f489e2f904bdc3a3.jpg" "https://ndownloader.figshare.com/files/41518489"
curl -L -o "5ea4fc7327dd0fca80fdcadc1e2e73ede5be4fc7.jpg" "https://ndownloader.figshare.com/files/41518492"
curl -L -o "59ce565bcb7d70ba4f7c00039ef8e246a2a828ae.jpg" "https://ndownloader.figshare.com/files/41518495"

文件清单

• 9eb83315bf5180179e97577e19f3141a6c6b84de.jpg（100.31 KB）
• dfde74e5f7b10b088c7fc7d7f489e2f904bdc3a3.jpg（6.84 KB）
• 5ea4fc7327dd0fca80fdcadc1e2e73ede5be4fc7.jpg（122.08 KB）
• 59ce565bcb7d70ba4f7c00039ef8e246a2a828ae.jpg（5.71 KB）

文件总体积 234.94 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

Abstract Coronary artery disease (CAD) and ischemic heart disease (IHD) are often indistinctly used terms. Both combined have generated, over the past years, concerns about sex disparities in their presentation. From an epidemiological perspective, females have several disadvantages regarding the prevention, diagnosis, and treatment of CAD. Most of the general cardiovascular risk factors affect women more frequently, or with a higher morbidity and mortality association. Besides, atypical manifestations of the disease and uncommon forms of CAD represent a diagnostic challenge for clinicians. Even if current treatments for CAD have no apparent sex bias, women representation in clinical trials and treatment patterns analyzed in clinical practice refuse this statement. Several disparities are caused by inevitable sex-particularities, but many of them are more social, cultural, and dogmatic beliefs that have to be addressed and overhaul.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.23659312.v1（source: https://scielo.figshare.com/articles/dataset/Coronary_Artery_Disease_in_Women_Getting_to_Know_Gender_Related_Disparities/23659312）。