耐多药结核病治疗效果回顾性队列研究

数据集获取（Figshare）

• 源站标题：Effectiveness of a Government-Organized and Hospital-Initiated Treatment for Multidrug-Resistant Tuberculosis Patients-A Retrospective Cohort Study
• DOI：10.1371/journal.pone.0057719
• 发布日期：2013-02-26
• 文件数：3 个
• 文件总体积：51.23 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Effectiveness_of_a_Government_Organized_and_Hospital_Initiated_Treatment_for_Multidrug_Resistant_Tuberculosis_Patients_A_Retrospective_Cohort_Study__/639751

命令行下载

curl -L -o "Table_S1.docx" "https://ndownloader.figshare.com/files/970507"
curl -L -o "Table_S2.docx" "https://ndownloader.figshare.com/files/970508"
curl -L -o "Table_S3.docx" "https://ndownloader.figshare.com/files/970511"

文件清单

• Table_S1.docx（15.04 KB）
• Table_S2.docx（16.92 KB）
• Table_S3.docx（19.27 KB）

文件总体积 51.23 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
In contrast to the conventional model of hospital-treated and government directly observed treatment (DOT) for multidrug-resistant tuberculosis (MDR-TB) patient care, the Taiwan MDR-TB Consortium (TMTC) was launched in May 2007 with the collaboration of five medical care groups that have provided both care and DOT. This study aimed to determine whether the TMTC provided a better care model for MDR-TB patients than the conventional model.
Methods and Findings
A total of 651 pulmonary MDR-TB patients that were diagnosed nation-wide from January 2000-August 2008 were enrolled. Of those, 290 (45%) MDR-TB patients whose initial sputum sample was taken in January 2007 or later were classified as patients in the TMTC era. All others were classified as patients in the pre-TMTC era. The treatment success rate at 36 months was better in the TMTC era group (82%) than in the pre-TMTC era group (61%) (pConclusion
The improved treatment success observed in the TMTC era compared to the pre-TMTC era is encouraging. The detailed TMTC components that contribute the most to the improved outcome will need confirmation in follow-up studies with large numbers of MDR-TB patients.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0057719（source: https://plos.figshare.com/articles/dataset/Effectiveness_of_a_Government_Organized_and_Hospital_Initiated_Treatment_for_Multidrug_Resistant_Tuberculosis_Patients_A_Retrospective_Cohort_Study__/639751）。