诊断耐多药结核病的首选检测
印度浦那私人执业医生耐多药结核病管理基线知识评估调查数据集,包含100名医生对诊断、治疗和药物认知的访谈数据。

基本信息
资源简介
诊断耐多药结核病的首选检测
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 5.63 KB,主题涵盖 whole genome sequencing、three cardinal symptoms、interview schedule focused、chinchwad municipal corporation、baseline knowledge assessment,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《First test used to diagnose MDR-TB.》。源站首次发布:2025-09-17。
【数据内容】
源站原始描述:Private practitioners (PPs) play a major role in caring for people with tuberculosis (TB) in India. At the same time, PPs have limited access to continuing medical education and oversight especially with regards to recent changes in the management of multi-drug resistant (MDR- TB). As a part of a larger study aimed at developing an educational tool for improving multidrug-resistant TB management, we conducted a baseline knowledge assessment of MDR-TB among PPs in suburban areas of Pune City, Ind…
【数据结构与技术规格】
文件数 1 个,合计 5.63 KB。Table 3.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pgph.0004617.t003。
【主题与分类】
源站学科分类:Medicine、Genetics、Biotechnology、Environmental Sciences not elsewhere classified、Sociology、Biological Sciences not elsewhere classified。主题标签:whole genome sequencing、three cardinal symptoms、interview schedule focused、chinchwad municipal corporation、baseline knowledge assessment、97 %), fever、85 %) practicing、suspect tb based、larger study aimed、identified specific areas。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/First_test_used_to_diagnose_MDR-TB_/30150610
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Atre, Sachin; Padalkar, Dharmendra; Chaugule, Hanumant; Sawant, Trupti; Gupta, Aryan; Chatterjee, Anirvan; et al. (2025). First test used to diagnose MDR-TB.. PLOS Global Public Health. Dataset
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:First test used to diagnose MDR-TB.
- DOI:10.1371/journal.pgph.0004617.t003
- 发布日期:2025-09-17
- 文件数:1 个
- 文件总体积:5.63 KB
- 源站页面:https://plos.figshare.com/articles/dataset/First_test_used_to_diagnose_MDR-TB_/30150610
命令行下载
curl -L -o "Table 3.xls" "https://ndownloader.figshare.com/files/58045558"
文件清单
Table 3.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
Private practitioners (PPs) play a major role in caring for people with tuberculosis (TB) in India. At the same time, PPs have limited access to continuing medical education and oversight especially with regards to recent changes in the management of multi-drug resistant (MDR- TB). As a part of a larger study aimed at developing an educational tool for improving multidrug-resistant TB management, we conducted a baseline knowledge assessment of MDR-TB among PPs in suburban areas of Pune City, India. This study with a cross-sectional design was conducted during July 2022 to May 2023 among 100 PPs, who either refer and/treat TB and MDR-TB cases in Pimpri-Chinchwad Municipal Corporation (PCMC) areas of Pune in Maharashtra State. The inquiry was made using an interview schedule focused on suspicion of pulmonary TB and MDR-TB, their diagnosis and treatment. The majority of PPs were allopathic practitioners (85%) practicing in private clinics (82%). Most PPs reported that they suspect TB based on three cardinal symptoms: cough for >2 weeks (97%), fever (93%) and weight loss (82%). While 54% PPs considered the Xpert assay as the first test to diagnose MDR-TB, 32% were unaware of any test.Only 37% PPs were aware of whole genome sequencing for MDR diagnosis. A fifth of PPs selected Mantoux test use for the diagnosis of active TB. Less than a fourth of PPs knew about the second-line anti-TB drugs such as bedaquiline, delamanid or linezolid etc. and their availability either in the National TB Elimination Program (NTEP) or the private sector. Our study indicates considerable lack of awareness about pulmonary MDR-TB management among allopathic PPs in the study area and highlights the need for education and creating awareness about the same. It identified specific areas for developing an educational tool for PPs in India and elsewhere.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pgph.0004617.t003(source: https://plos.figshare.com/articles/dataset/First_test_used_to_diagnose_MDR-TB_/30150610)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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