与膝关节疼痛结局变化相关的预后因素:基于初始初级保健咨询数据的系统文献综述

基于初级保健初始咨询数据,系统综述与膝关节疼痛结局变化相关的预后因素。

NIAID Data Ecosystem
浏览 12
文本Primary careprognosisknee painprognostic factorsmusculoskeletalsystematic literature review
Prognostic factors associated with changes in knee pain outcomes, identified from initial primary care consultation data. A systematic literature review

基本信息

模态
文本
大小
0.000320867 GB
许可
CC BY 4.0
创建/更新时间
2026-10-11
版本
v1

资源简介

与膝关节疼痛结局变化相关的预后因素:基于初始初级保健咨询数据的系统文献综述

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 9 个文件、合计 320.87 KB,主题涵盖 Primary care、prognosis、knee pain、prognostic factors、musculoskeletal,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《Prognostic factors associated with changes in knee pain outcomes, identified from initial primary care consultation data. A systematic literature review》。配套论文《Prognostic factors associated with changes in knee pain outcomes, identified from initial primary care consultation data. A systematic literature review》发表于 Annals of Medicine(2023),DOI:10.1080/07853890.2023.2165706。项目资助方:Thomas S. Collier is Pre-Clinical Academic Research Fellow funded by the National Institute for Health and Care Research.。源站首次发布:2023-01-27。

【数据内容】

源站原始描述:Data collected during initial primary care consultations could be a source of baseline prognostic factors associated with changes in outcome measures for patients with knee pain. To identify, appraise and synthesize studies investigating prognostic factors associated with changes in outcome for people presenting with knee pain in primary care. EMBASE, CINAHL, AMED, MEDLINE and MedRxiv electronic databases were searched from inception to March 2021 and repeated in August 2022. Prospective cohort…

【数据结构与技术规格】

文件数 9 个,合计 320.87 KB。iann_a_2165706_sm7703.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,56.35 KB。iann_a_2165706_sm7575.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,71.43 KB。iann_a_2165706_sm7285.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,99.80 KB。数据集 DOI:10.6084/m9.figshare.21968279.v1。

【主题与分类】

源站学科分类:Medicine、Genetics、Biotechnology、Cancer、Science Policy。主题标签:Primary care、prognosis、knee pain、prognostic factors、musculoskeletal、systematic literature review。

【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://tandf.figshare.com/articles/dataset/Prognostic_factors_associated_with_changes_in_knee_pain_outcomes_identified_from_initial_primary_care_consultation_data_A_systematic_literature_review/21968279

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

规范引用:Prognostic factors associated with changes in knee pain outcomes, identified from initial primary care consultation data. A systematic literature review. Taylor & Francis. Collier, Thomas S.; Hughes, Tom; Chester, Rachel; Callaghan, Michael J.; Selfe, James

【使用注意】

· 源站最后修改于 2023-06-06,引用时请注意版本时效。

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

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。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "iann_a_2165706_sm7703.docx" "https://ndownloader.figshare.com/files/38971763"
curl -L -o "iann_a_2165706_sm7575.docx" "https://ndownloader.figshare.com/files/38971766"
curl -L -o "iann_a_2165706_sm7285.docx" "https://ndownloader.figshare.com/files/38971769"
curl -L -o "iann_a_2165706_sm7183.docx" "https://ndownloader.figshare.com/files/38971772"
curl -L -o "iann_a_2165706_sm7163.docx" "https://ndownloader.figshare.com/files/38971775"
curl -L -o "iann_a_2165706_sm7161.docx" "https://ndownloader.figshare.com/files/38971778"
curl -L -o "iann_a_2165706_sm6516.docx" "https://ndownloader.figshare.com/files/38971781"
curl -L -o "iann_a_2165706_sm6506.docx" "https://ndownloader.figshare.com/files/38971784"

文件清单

  • iann_a_2165706_sm7703.docx(56.35 KB)
  • iann_a_2165706_sm7575.docx(71.43 KB)
  • iann_a_2165706_sm7285.docx(99.80 KB)
  • iann_a_2165706_sm7183.docx(17.80 KB)
  • iann_a_2165706_sm7163.docx(15.64 KB)
  • iann_a_2165706_sm7161.docx(14.93 KB)
  • iann_a_2165706_sm6516.docx(14.78 KB)
  • iann_a_2165706_sm6506.docx(14.93 KB)
  • iann_a_2165706_sm6498.docx(15.20 KB)

文件总体积 320.87 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

Data collected during initial primary care consultations could be a source of baseline prognostic factors associated with changes in outcome measures for patients with knee pain.
To identify, appraise and synthesize studies investigating prognostic factors associated with changes in outcome for people presenting with knee pain in primary care.
EMBASE, CINAHL, AMED, MEDLINE and MedRxiv electronic databases were searched from inception to March 2021 and repeated in August 2022. Prospective cohort studies of adult participants with musculoskeletal knee pain assessing the association between putative prognostic factors and outcomes in primary care were included. The Quality in Prognostic Studies (QUIPS) tool and The Modified Grading of Recommendations Assessment, Development and Evaluation (GRADE) framework, specific to prognostic reviews were used to appraise and synthesize the evidence respectively.
Eight studies were included. Eight knee pain outcomes were identified. Methodological and statistical heterogeneity resulted in qualitative analysis. All evidence was judged to be of low to very low quality. Bilateral knee pain (multivariable odds ratio (OR) range 2.60–2.74; 95%CI range 0.90–8.10, p value = 0.09) and a lower educational level (multivariable (OR) range 1.74–5.6; 95%CI range 1.16–16.20, p value = p ≤ 0.05) in single studies.
There was consensus from two independent studies that bilateral knee pain and lower educational level were associated with persistent knee pain. Many baseline factors were associated with outcome in individual studies but not consistently between studies. The current understanding, accuracy and reliability of the prognostic value of initial primary care consultation data for knee pain outcomes are limited. This review will provide an essential guide for candidate variable selection in future primary care prognostic confirmatory studies.Key messages
Bilateral knee pain and lower educational level were associated with persistent knee pain.
Many baseline factors were associated with outcome in individual studies but not consistently between studies.
The current understanding, accuracy and reliability of the prognostic value of initi

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.21968279.v1(source: https://tandf.figshare.com/articles/dataset/Prognostic_factors_associated_with_changes_in_knee_pain_outcomes_identified_from_initial_primary_care_consultation_data_A_systematic_literature_review/21968279)。

需要用于商业化训练或医疗器械注册(NMPA/FDA)?

公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托三甲直采网络,提供合规、去标识化、支持注册级质控的专病数据集交易服务。