癌症风险因素认知

该数据集包含爱尔兰青少年对癌症风险因素认知的横断面问卷调查数据,共474名参与者,涉及癌症征兆、症状及就医障碍。

NIAID Data Ecosystem
浏览 10
文本generally&# 160eating enough fruit18 years recruitedcancer screening programmesseveral modifiable barriersnine irish schoolscancer warning signscancer awareness measureleast reported barrierxlink "> awarenessxlink ">least reported
Recognition of cancer risk factors.

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

癌症风险因素认知

【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 generally ,&# 160、eating enough fruit、18 years recruited、cancer screening programmes、several modifiable barriers,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《Recognition of cancer risk factors.》。源站首次发布:2025-03-12。

【数据内容】

源站原始描述:Purpose The aim of this study was to assess adolescents’ awareness of cancer signs and symptoms, cancer risk factors, cancer screening programmes, and perceived barriers to seeking medical advice. Methods A cross-sectional survey was conducted using an adapted version of the adolescent cancer awareness tool which was originally modified from the Cancer Awareness Measure (CAM) (Version 2.1). The sample included 474 adolescents aged 15 to 18 years recruited from nine Irish schools between November…

【数据结构与技术规格】

文件数 1 个,合计 9.73 KB。Table 6.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0319252.t006。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Biotechnology、Developmental Biology、Cancer、Science Policy。主题标签:generally ,&# 160、eating enough fruit、18 years recruited、cancer screening programmes、several modifiable barriers、nine irish schools、cancer warning signs、cancer awareness measure、least reported barrier、least reported。

【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/Recognition_of_cancer_risk_factors_/28584152

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

规范引用:Lawrence, Stephanie M.; Saab, Mohamad M.; FitzGerald, Serena; Hegarty, Josephine (2025). Recognition of cancer risk factors.. PLOS ONE. Dataset

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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 6.xls" "https://ndownloader.figshare.com/files/52949456"

文件清单

  • Table 6.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

Purpose
The aim of this study was to assess adolescents’ awareness of cancer signs and symptoms, cancer risk factors, cancer screening programmes, and perceived barriers to seeking medical advice.
Methods
A cross-sectional survey was conducted using an adapted version of the adolescent cancer awareness tool which was originally modified from the Cancer Awareness Measure (CAM) (Version 2.1). The sample included 474 adolescents aged 15 to 18 years recruited from nine Irish schools between November 2021 and May 2022.
Results
Awareness of cancer warning signs and symptoms was low when open-ended (recall) questions were used and relatively high for closed (recognition) questions. Unexplained lump or swelling was the most frequently identified cancer symptom. The least reported were difficulty swallowing and a sore that does not heal. Smoking was the most reported cancer risk factor. The least reported were not eating enough fruit and vegetables, a diet high in fat, and infection with viruses. Generally, females had greater awareness than males. The greatest barrier to seeking help was “worry about what the doctor might find” and the least reported barrier was “I don’t feel respected by the doctor.”
Conclusions
Overall recognition of symptoms or risk factors of cancer was higher than recall. Several modifiable barriers to medical help-seeking were identified. Findings from this study suggest further exploration using a qualitative approach to investigate the factors influencing adolescents’ cancer awareness and barriers to help-seeking.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0319252.t006(source: https://plos.figshare.com/articles/dataset/Recognition_of_cancer_risk_factors_/28584152)。

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