研究参与者特征

印度西孟加拉省关于非正式医疗提供者在肺结核护理中角色的定性访谈数据集。

NIAID Data Ecosystem
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文本role remains ambiguouspassive case findingformal private sectorcontent analysis approachstudy &# 8217informal healthcare providersindia &# 82177 roles ).qualitative approachwest bengaltuberculosis carestudy explores
Characteristics of study participants.

基本信息

模态
文本
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

研究参与者特征

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 5.63 KB,主题涵盖 role remains ambiguous、passive case finding、formal private sector、content analysis approach、study &# 8217,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Characteristics of study participants.》。源站首次发布:2025-11-05。

【数据内容】

源站原始描述:India accounts for 27 percent of global Tuberculosis (TB) cases, the highest among the 30 high-burden countries. Despite growing evidence highlighting the significance and potential of Informal Healthcare Providers (IPs) in TB care, their role remains ambiguous in India’s TB policies and programs, in contrast to the well-defined roles of the formal private sector. Considering such gaps, this study explores the perspectives of IPs (specifically untrained allopathic practitioners, UAPs) and Nation…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pgph.0004085.t001。

【主题与分类】

源站学科分类:Biophysics、Biochemistry、Cell Biology、Molecular Biology、Biotechnology、Environmental Sciences not elsewhere classified。主题标签:role remains ambiguous、passive case finding、formal private sector、content analysis approach、study &# 8217、informal healthcare providers、india &# 8217、7 roles ).、qualitative approach、west bengal。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Characteristics_of_study_participants_/30545052

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Thapa, Poshan; Narasimhan, Padmanesan; Hall, John J.; Jayasuriya, Rohan; Mukherjee, Partha Sarathi; Das, Dipesh Kr; et al. (2025). Characteristics of study participants.. PLOS Global Public Health. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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)

命令行下载

curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/59328315"

文件清单

  • Table 1.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

India accounts for 27 percent of global Tuberculosis (TB) cases, the highest among the 30 high-burden countries. Despite growing evidence highlighting the significance and potential of Informal Healthcare Providers (IPs) in TB care, their role remains ambiguous in India’s TB policies and programs, in contrast to the well-defined roles of the formal private sector. Considering such gaps, this study explores the perspectives of IPs (specifically untrained allopathic practitioners, UAPs) and National TB Elimination Program (NTEP)-affiliated personnel regarding IPs’ current and potential roles in TB care. The study was conducted in West Bengal, India. We adopted a qualitative approach and conducted in-depth interviews with 23 IPs and 11 NTEP-affiliated personnel. The study data was analysed using a content analysis approach. The study’s findings identified four current roles of IPs in TB care, two of which were corroborated by NTEP-affiliated personnel: 1) Passive case finding and referral and 2) Treatment supporter. As for potential roles, an alignment was observed between the two groups of providers for the majority of the roles (5/7 roles). However, both IPs and NTEP-affiliated personnel expressed reservations about assigning IPs the roles of 1) Clinical evaluation of people with TB and 2) Initiation of treatment for confirmed people with TB. The findings highlight the active involvement of IPs in various TB care roles, acknowledged by NTEP-affiliated personnel, and also demonstrate significant potential for their expanded engagement under the NTEP of India.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0004085.t001(source: https://plos.figshare.com/articles/dataset/Characteristics_of_study_participants_/30545052)。

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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