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数据集获取（Figshare）

• 源站标题：Venous thromboembolism, can we do better? Profile of venous thromboembolism risk and prophylaxis in a University Hospital in the State of São Paulo
• DOI：10.6084/m9.figshare.7835048.v1
• 发布日期：2019-03-13
• 文件数：15 个
• 文件总体积：3.37 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Venous_thromboembolism_can_we_do_better_Profile_of_venous_thromboembolism_risk_and_prophylaxis_in_a_University_Hospital_in_the_State_of_S_o_Paulo/7835048

命令行下载

curl -L -o "1677-5449-jvb-18-e20180040-gf01-en.jpg" "https://ndownloader.figshare.com/files/14575700"
curl -L -o "1677-5449-jvb-18-e20180040-gf02-en.jpg" "https://ndownloader.figshare.com/files/14575703"
curl -L -o "1677-5449-jvb-18-e20180040-gf03-en.jpg" "https://ndownloader.figshare.com/files/14575706"
curl -L -o "1677-5449-jvb-18-e20180040-gf04-en.jpg" "https://ndownloader.figshare.com/files/14575709"
curl -L -o "1677-5449-jvb-18-e20180040-gf05-en.jpg" "https://ndownloader.figshare.com/files/14575712"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/14575715"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/14575718"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/14575721"

文件清单

• 1677-5449-jvb-18-e20180040-gf01-en.jpg（297.56 KB）
• 1677-5449-jvb-18-e20180040-gf02-en.jpg（616.20 KB）
• 1677-5449-jvb-18-e20180040-gf03-en.jpg（927.70 KB）
• 1677-5449-jvb-18-e20180040-gf04-en.jpg（723.00 KB）
• 1677-5449-jvb-18-e20180040-gf05-en.jpg（740.20 KB）
• Table_1.xls（9.73 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（5.63 KB）
• Table_4.xls（5.63 KB）
• Table_5.xls（5.63 KB）
• Table_6.xls（5.63 KB）
• Table_7.xls（5.63 KB）
• Table_8.xls（5.63 KB）
• Table_9.xls（5.63 KB）
• Table_10.xls（5.63 KB）

文件总体积 3.37 MB（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 Background Venous thromboembolism (VTE) is a silent and potentially lethal disease that affects a considerable proportion of hospitalized patients. It has high morbidity and mortality and is responsible for a heavy financial burden on healthcare systems. However, VTE can be prevented using prophylaxis measures that have been established in the literature. Nonetheless, in the real world, mean rates of appropriately administered VTE prophylaxis are lower than 50%. Objectives To define the epidemiological profile of patients with VTE in a University Hospital and the rate of appropriately administered VTE prophylaxis at that service and to identify measures to improve the rate. Methods A cross-sectional, observational study was conducted with data collected from the medical records of patients who met the inclusion criteria. The rates of correct VTE prophylaxis prescribed to clinical and surgical patients were compared, assessed according to guidelines published by the Brazilian Society of Angiology and Vascular Surgery (SBACV), based on VTE risk classification. Results The overall rate of correctly-prescribed VTE prophylaxis was 42.1%, while 57.9% of patients were not managed correctly in this respect. Clinical patients had a 52.9% rate of appropriate prophylaxis, while the equivalent rate for surgical patients was 37.5%. Conclusions Rates of correctly-prescribed VTE prophylaxis are still lower than they should be. Ongoing education, measures to encourage bedside risk stratification, and improvements to the electronic prescription system could increase appropriate VTE prophylaxis rates.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7835048.v1（source: https://scielo.figshare.com/articles/dataset/Venous_thromboembolism_can_we_do_better_Profile_of_venous_thromboembolism_risk_and_prophylaxis_in_a_University_Hospital_in_the_State_of_S_o_Paulo/7835048）。