生活经历作为交叉主题数据集

30名社会经济弱势个体的访谈数据,探讨早期癌症检测测试属性对参与体验和公平性的影响。

NIAID Data Ecosystem
浏览 12
文本offering greater convenienceaccurately detect signsinfluence socioeconomic inequalitiesaged &# 8805indicate greater riskparticipation among individualssocioeconomic disadvantage exploredvignette test scenarioshigher perceived riskcontexts among individualssocioeconomic disadvantage&# 8216
Lived experiences as a cross-cutting theme.

基本信息

模态
文本
大小
0.000009728 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

生活经历作为交叉主题数据集

【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 9.73 KB,主题涵盖 offering greater convenience、accurately detect signs、influence socioeconomic inequalities、aged &# 8805、indicate greater risk,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《Lived experiences as a cross-cutting theme.》。源站首次发布:2025-07-18。

【数据内容】

源站原始描述:Background Emerging sample biomarker tests promise to improve early cancer detection, but also stand to influence socioeconomic inequalities in uptake of asymptomatic screening and symptomatic referrals. Objective To explore how and why different attributes of early cancer detection tests influence experiences and participation across test modalities and contexts among individuals at risk of socioeconomic disadvantage. Method Qualitative semi-structured interviews with 30 individuals (aged ≥50 y…

【数据结构与技术规格】

文件数 1 个,合计 9.73 KB。Table 2.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0327052.t002。

【主题与分类】

源站学科分类:Biotechnology、Evolutionary Biology、Developmental Biology、Cancer、Mental Health。主题标签:offering greater convenience、accurately detect signs、influence socioeconomic inequalities、aged &# 8805、indicate greater risk、participation among individuals、socioeconomic disadvantage explored、vignette test scenarios、higher perceived risk、contexts among individuals。

【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/Lived_experiences_as_a_cross-cutting_theme_/29599696

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

规范引用:Bonfield, Stefanie; Katsampouris, Evangelos; Scott, Suzanne E.; Duffy, Stephen W.; Walter, Fiona M.; Quaife, Samantha L. (2025). Lived experiences as a cross-cutting theme.. PLOS ONE. Dataset

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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 2.xls" "https://ndownloader.figshare.com/files/56383477"

文件清单

  • Table 2.xls(9.73 KB)

文件总体积 9.73 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
Emerging sample biomarker tests promise to improve early cancer detection, but also stand to influence socioeconomic inequalities in uptake of asymptomatic screening and symptomatic referrals.
Objective
To explore how and why different attributes of early cancer detection tests influence experiences and participation across test modalities and contexts among individuals at risk of socioeconomic disadvantage.
Method
Qualitative semi-structured interviews with 30 individuals (aged ≥50 years) at risk of socioeconomic disadvantage explored how and why different attributes of early cancer detection tests affected their experiences and participation across test modalities and contexts. Vignette test scenarios and a think-aloud protocol were used to facilitate interviewees’ deliberation between a range of test attributes. Data were analysed using framework analysis.
Results
Select attributes of early cancer detection tests prevented equitable access due to conflicts with lived experiences such as caring responsibilities, reduced mobility, concerns about being stigmatised, and not being physically or psychologically able to undergo procedures. Participants perceived more invasive forms of testing conducted by a doctor in a hospital to indicate greater risk of a cancer diagnosis, and higher perceived risk of cancer was associated with preferences for attributes perceived to deliver an accurate or quick result. Participants varied in what they considered a ‘cancer test’ and some did not want to test due to the perceived or experienced burden of waiting for or receiving a cancer result.
Conclusions
Emerging sample tests to support early cancer detection could address existing barriers to uptake by offering greater convenience. Inequitable uptake may persist if individuals do not perceive there to be a sufficient reason to test, are not confident to take part or doubt the ability of sample tests to accurately detect signs of cancer.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0327052.t002(source: https://plos.figshare.com/articles/dataset/Lived_experiences_as_a_cross-cutting_theme_/29599696)。

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