结核病诊断测试性能估计数据集

数据集获取（Figshare）

• 源站标题：Performance estimates for TB diagnostic tests^#.
• DOI：10.1371/journal.pgph.0004612.t002
• 发布日期：2025-06-11
• 文件数：1 个
• 文件总体积：5.63 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Performance_estimates_for_TB_diagnostic_tests_sup_sup_/29296712

命令行下载

curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/55313954"

文件清单

• Table 2.xls（5.63 KB）

文件总体积 5.63 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

In 2014, the World Health Organization (WHO) published target product profiles (TPPs) which detailed minimal and optimal criteria to address high-priority TB diagnostic needs. Since then, the TB community’s needs have evolved; there has been a surge in new and innovative platforms suggesting use of alternative non-invasive specimens for TB diagnosis. This updated TPP used evidence-based modelling to guide the decision-making process for specific characteristics which was a novel approach to this process. This document focusses on point of care, near point of care and low complexity assays using sputum and non-sputum-based specimens. The standard WHO protocol was followed for this TPP document including Delphi process, public comments and TPP development group consultations. Our modelling work suggests that lower accuracy estimates for point of care, easily accessible tests are acceptable to achieve comparable or better case detection than the current standard of care. In this document, we describe the process of updating the TPP for TB diagnostic tests at peripheral settings, highlight key updates, use of modelling to inform this update, and discuss guidance regarding technical and operational specifications.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0004612.t002（source: https://plos.figshare.com/articles/dataset/Performance_estimates_for_TB_diagnostic_tests_sup_sup_/29296712）。