慢性丙型肝炎患者治疗率的区域差异:系统综述与荟萃分析

基于39项研究的系统综述与荟萃分析数据集,提供慢性丙型肝炎治疗率、区域差异及拒绝治疗原因等关键数据。

Figshare
2017-09-07 更新
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表格hepatitis C infectionMEDLINEhepatitis C patientsestimate effect sizesCIhepatitis C treatment rateschart review vsSCOPUStreatment rateshepatitis Cspecialist careNorth America p
Regional differences in treatment rates for patients with chronic hepatitis C infection: Systematic review and meta-analysis

基本信息

模态
表格
大小
0.000640329 GB
许可
CC BY 4.0
创建/更新时间
2017-09-07
版本
v1

资源简介

慢性丙型肝炎患者治疗率的区域差异:系统综述与荟萃分析

【数据集背景】

本数据集源站标题为《Regional differences in treatment rates for patients with chronic hepatitis C infection: Systematic review and meta-analysis》。配套论文《Regional differences in treatment rates for patients with chronic hepatitis C infection: Systematic review and meta-analysis》发表于 PLOS ONE(2017),DOI:10.1371/journal.pone.0183851。源站首次发布:2017-09-06。

【数据内容】

源站原始描述:Background & aims Treatment rates with interferon-based therapies for chronic hepatitis C have been low. Our aim was to perform a systematic review of available data to estimate the rates and barriers for antiviral therapy for chronic hepatitis C. Methods We conducted a systematic review and meta-analysis searching MEDLINE, SCOPUS through March 2016 and abstracts from recent major liver meetings for primary literature with available hepatitis C treatment rates. Random-effects models were used to…

【数据结构与技术规格】

文件数 5 个,合计 640.33 KB。S1 Table.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,15.49 KB。S2 Table.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,12.44 KB。S1 Fig.pdf:application/pdf,543.23 KB。数据集 DOI:10.1371/journal.pone.0183851。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Evolutionary Biology、Cancer、Mental Health、Infectious Diseases。主题标签:hepatitis C infection、MEDLINE、hepatitis C patients、estimate effect sizes、CI、hepatitis C treatment rates、chart review vs、SCOPUS、treatment rates、hepatitis C。

【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/Regional_differences_in_treatment_rates_for_patients_with_chronic_hepatitis_C_infection_Systematic_review_and_meta-analysis/5380519

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

规范引用:Vutien, Philip; Jin, Michelle; Le, Michael H.; Nguyen, Pauline; Trinh, Sam; Huang, Jee-Fu; et al. (2017). Regional differences in treatment rates for patients with chronic hepatitis C infection: Systematic review and meta-analysis. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-03,引用时请注意版本时效。

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 "S1 Table.docx" "https://ndownloader.figshare.com/files/9267865"
curl -L -o "S2 Table.docx" "https://ndownloader.figshare.com/files/9267892"
curl -L -o "S1 Fig.pdf" "https://ndownloader.figshare.com/files/9267925"
curl -L -o "S1 Checklist.docx" "https://ndownloader.figshare.com/files/9267937"
curl -L -o "S1 Database.xlsx" "https://ndownloader.figshare.com/files/9267964"

文件清单

  • S1 Table.docx(15.49 KB)
  • S2 Table.docx(12.44 KB)
  • S1 Fig.pdf(543.23 KB)
  • S1 Checklist.docx(17.74 KB)
  • S1 Database.xlsx(51.42 KB)

文件总体积 640.33 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 & aims
Treatment rates with interferon-based therapies for chronic hepatitis C have been low. Our aim was to perform a systematic review of available data to estimate the rates and barriers for antiviral therapy for chronic hepatitis C.
Methods
We conducted a systematic review and meta-analysis searching MEDLINE, SCOPUS through March 2016 and abstracts from recent major liver meetings for primary literature with available hepatitis C treatment rates. Random-effects models were used to estimate effect sizes and meta-regression to test for potential sources of heterogeneity.
Results
We included 39 studies with 476,443 chronic hepatitis C patients. The overall treatment rate was 25.5% (CI: 21.1–30.5%) and by region 34% for Europe, 28.3% for Asia/Pacific, and 18.7% for North America (p = 0.008). On multivariable meta-regression, practice setting (tertiary vs. population-based, p = 0.04), region (Europe vs. North America p = 0.004), and data source (clinical chart review vs. administrative database, p = 0.025) remained significant predictors of heterogeneity. The overall treatment eligibility rate was 52.5%, and 60% of these received therapy. Of the patients who refused treatment, 16.2% cited side effects, 13.8% cited cost as reasons for treatment refusal, and 30% lacked access to specialist care.
Conclusions
Only one-quarter of chronic hepatitis C patients received antiviral therapy in the pre-direct acting antiviral era. Treatment rates should improve in the new interferon-free era but, cost, co-morbidities, and lack of specialist care will likely remain and need to be addressed. Linkage to care should even be of higher priority now that well-tolerated cure is available.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0183851(source: https://plos.figshare.com/articles/dataset/Regional_differences_in_treatment_rates_for_patients_with_chronic_hepatitis_C_infection_Systematic_review_and_meta-analysis/5380519)。

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。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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