Impact of a computer system as a triage tool in the management of pulmonary tuberculosis in a HIV reference center in Brazil

数据集获取（Figshare）

• 源站标题：Impact of a computer system as a triage tool in the management of pulmonary tuberculosis in a HIV reference center in Brazil
• DOI：10.6084/m9.figshare.20443839.v1
• 发布日期：2022-08-06
• 文件数：6 个
• 文件总体积：59.55 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Impact_of_a_computer_system_as_a_triage_tool_in_the_management_of_pulmonary_tuberculosis_in_a_HIV_reference_center_in_Brazil/20443839

命令行下载

curl -L -o "623a01384ac13e9d91b208f043eba24a84d0540e.jpg" "https://ndownloader.figshare.com/files/36581214"
curl -L -o "f2c7f374abf1fefba6872d0fcd894cd5a9938255.jpg" "https://ndownloader.figshare.com/files/36581217"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/36581220"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/36581223"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/36581226"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/36581229"

文件清单

• 623a01384ac13e9d91b208f043eba24a84d0540e.jpg（19.67 KB）
• f2c7f374abf1fefba6872d0fcd894cd5a9938255.jpg（5.07 KB）
• Table_1.xls（13.82 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（9.73 KB）
• Table_4.xls（5.63 KB）

文件总体积 59.55 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 Background: The Neural Clinical Score for tuberculosis (NCS-TB) is a computer system developed to improve the triage of presumed pulmonary TB (pPTB). Methods: A study was performed with cohorts of pPTB patients cared for at a reference hospital in Northeast Brazil. Results: The NCS-TB sensitivity was 76.5% for TB diagnosis, which shortened the time from triage to smear microscopy results (3.3 to 2.5 days; p<0.001) and therapy initiation (6.7 to 4.1 days; p=0.045). Conclusions: Although the NCS-TB was not suitable as a screening tool, it was able to optimize laboratory diagnosis and shorten the time to treatment initiation.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.20443839.v1（source: https://scielo.figshare.com/articles/dataset/Impact_of_a_computer_system_as_a_triage_tool_in_the_management_of_pulmonary_tuberculosis_in_a_HIV_reference_center_in_Brazil/20443839）。