献血者慢性丙型肝炎检测策略成本效益分析数据集

数据集获取（Figshare）

• 源站标题：Cost-Effectiveness Analysis of Different Testing Strategies that Use Antibody Levels to Detect Chronic Hepatitis C in Blood Donors
• DOI：10.1371/journal.pone.0154625
• 发布日期：2016-05-09
• 文件数：2 个
• 文件总体积：464.86 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Cost-Effectiveness_Analysis_of_Different_Testing_Strategies_that_Use_Antibody_Levels_to_Detect_Chronic_Hepatitis_C_in_Blood_Donors/3369175

命令行下载

curl -L -o "S1 File.XLSX" "https://ndownloader.figshare.com/files/5211625"
curl -L -o "S2 File.TREX" "https://ndownloader.figshare.com/files/5211628"

文件清单

• S1 File.XLSX（19.05 KB）
• S2 File.TREX（445.81 KB）

文件总体积 464.86 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

Aim. We conducted a cost-effectiveness analysis of seven hepatitis C virus (HCV) testing strategies in blood donors. Methods. Three of the seven strategies were based on HCV diagnosis and reporting guidelines in Mexico and four were from previous and current recommendations outlined by the CDC. The strategies that were evaluated determine antibody levels according to the signal-to-cut-off (S/CO) ratio and use reflex Immunoblot (IMB) or HCV RNA tests to confirm true positive (TP) cases of chronic HCV infection. Costs were calculated from the perspective of the Mexican Institute of Social Security (IMSS). A decision tree model was developed to estimate the expected number of true positive cases and costs for the base-case scenarios and for the sensitivity analyses. Results. Base-case findings indicate an extended dominance of the CDC-USA2 and CDC-USA4 options by the IMSS Mexico3 and IMSS-Mexico1 alternatives. The probabilistic sensitivity analyses results suggest that for a willingness-to-pay (WTP) range of $0–9,000 USD the IMSS-Mexico1 strategy is the most cost-effective of all strategies ($5,000 USD per TP). The IMSS-Mexico3, IMSS-Mexico2, and CDC-USA3 strategies are also cost-effective strategies that cost between $7,800 and $8,800 USD per TP case detected. The CDC-USA1 strategy was very expensive and not cost-effective. Conclusions. HCV antibody testing strategies based on the classification of two or three levels of the S/CO are cost-effective procedures to identify patients who require reflex IMB or HCV RNA testing to confirm chronic HCV infection.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0154625（source: https://plos.figshare.com/articles/dataset/Cost-Effectiveness_Analysis_of_Different_Testing_Strategies_that_Use_Antibody_Levels_to_Detect_Chronic_Hepatitis_C_in_Blood_Donors/3369175）。