结核病：症状识别到治疗开始时间间隔评估数据集

数据集获取（Figshare）

• 源站标题：Tuberculosis: evaluation of the time between identification of symptoms and beginning of treatment
• DOI：10.6084/m9.figshare.14276256.v1
• 发布日期：2021-03-24
• 文件数：3 个
• 文件总体积：314.31 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Tuberculosis_evaluation_of_the_time_between_identification_of_symptoms_and_beginning_of_treatment/14276256

命令行下载

curl -L -o "0034-7167-reben-73-06-e20180902-gf01.jpg" "https://ndownloader.figshare.com/files/27085689"
curl -L -o "0034-7167-reben-73-06-e20180902-gf02.jpg" "https://ndownloader.figshare.com/files/27085692"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27085698"

文件清单

• 0034-7167-reben-73-06-e20180902-gf01.jpg（150.57 KB）
• 0034-7167-reben-73-06-e20180902-gf02.jpg（158.11 KB）
• Table_1.xls（5.63 KB）

文件总体积 314.31 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 Objective: To analyze the time elapsed between the identification of respiratory symptoms and the beginning of tuberculosis treatment, considering the sputum smear microscopy and the RMT. Method: Descriptive, retrospective epidemiological study, carried out in two Health Units, which were the only units that performed diagnosis by sputum smear microscopy and Rapid Molecular Test in the city. Data on respiratory symptoms with a positive result for tuberculosis were used. Analysis of data distribution and variance was performed, with a significance level of 5%. Results: The longest time interval found was “result/beginning of treatment”, for both tests, with a median of 3 days. It was found that the patient takes longer to receive the result when performing the Rapid Molecular Test. Conclusion: Patients who had the Rapid Molecular Test waited longer for results when compared to sputum smear microscopy, leading to a reflection on the need for further studies on the operation of health services.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14276256.v1（source: https://scielo.figshare.com/articles/dataset/Tuberculosis_evaluation_of_the_time_between_identification_of_symptoms_and_beginning_of_treatment/14276256）。