非洲医疗保健提供者巴氏涂片筛查依从性因素数据集

数据集获取（Figshare）

• 源站标题：Factors Affecting Compliance with Clinical Practice Guidelines for Pap Smear Screening among Healthcare Providers in Africa: Systematic Review and Meta-Summary of 2045 Individuals
• DOI：10.1371/journal.pone.0072712
• 发布日期：2013-09-12
• 文件数：3 个
• 文件总体积：138.78 KB
• 源站页面：https://plos.figshare.com/articles/dataset/_Factors_Affecting_Compliance_with_Clinical_Practice_Guidelines_for_Pap_Smear_Screening_among_Healthcare_Providers_in_Africa_Systematic_Review_and_Meta_Summary_of_2045_Individuals_/798532

命令行下载

curl -L -o "File_S1.docx" "https://ndownloader.figshare.com/files/1203236"
curl -L -o "Table_S1.doc" "https://ndownloader.figshare.com/files/1203237"
curl -L -o "Table_S2.docx" "https://ndownloader.figshare.com/files/1203238"

文件清单

• File_S1.docx（22.41 KB）
• Table_S1.doc（64.00 KB）
• Table_S2.docx（52.38 KB）

文件总体积 138.78 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

Background
Although the importance of the Pap smear in reducing cancer incidence and mortality is known, many countries in Africa have not initiated yet widespread national cervical cancer screening programs. The World Health Organization (WHO) has published Clinical Practice Guidelines (CPGs) on cervical cancer screening in developing countries; however, there is a gap between expectations and clinical performance. Thus, the aim of this study was to conduct a systematic review and meta-summary to identify factors affecting compliance with CPGs for Pap screening among healthcare providers in Africa.
Methods
And Findings: MEDLINE, Scirus, Opengate and EMBASE databases were searched in January 2012. Studies involving medical personnel practicing in Africa, whose outcome measured any factors that affect medical personnel from using a Pap smear to screen for cervical cancer, were included. Two reviewers independently evaluated titles and abstracts, then full-texts, extracted data and assessed quality of the included studies. A descriptive analysis of the included studies was conducted. We calculated Frequency effect sizes (FES) for each finding and Intensity effect sizes (IES) for each article to represent their magnitudes in the analyses. Of 1011 studies retrieved, 11 studies were included (2045 individuals). Six different themes related to the factors affecting compliance with CPGs were identified: Insufficient Knowledge/Lack of awareness (FES = 82%), Negligence/Misbeliefs (FES = 82%), Psychological Reasons (FES = 73%), Time/Cost Constraint (FES = 36%), Insufficient infrastructure/training (FES = 45%) and also no reason given (FES = 36%). IES for articles ranged between 33 and 83%.
Conclusions
These results suggest that prevention initiatives should be comprehensive to include education and resources needs assessments and improvement, Pap smear test training, strategies on costing, and practitioner time studies.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0072712（source: https://plos.figshare.com/articles/dataset/_Factors_Affecting_Compliance_with_Clinical_Practice_Guidelines_for_Pap_Smear_Screening_among_Healthcare_Providers_in_Africa_Systematic_Review_and_Meta_Summary_of_2045_Individuals_/798532）。