低成本纸基镰状细胞贫血筛查测试的验证
包含低成本纸基测试对镰状细胞贫血诊断验证的临床数据,含灵敏度、特异性等指标。

基本信息
资源简介
低成本纸基镰状细胞贫血筛查测试的验证
【数据集背景】
本数据集源站标题为《Validation of a Low-Cost Paper-Based Screening Test for Sickle Cell Anemia》。配套论文《Validation of a Low-Cost Paper-Based Screening Test for Sickle Cell Anemia》发表于 PLOS ONE(2016),DOI:10.1371/journal.pone.0144901。源站首次发布:2016-01-18。
【数据内容】
源站原始描述:Background The high childhood mortality and life-long complications associated with sickle cell anemia (SCA) in developing countries could be significantly reduced with effective prophylaxis and education if SCA is diagnosed early in life. However, conventional laboratory methods used for diagnosing SCA remain prohibitively expensive and impractical in this setting. This study describes the clinical validation of a low-cost paper-based test for SCA that can accurately identify sickle trait carri…
【数据结构与技术规格】
文件数 8 个,合计 27.02 MB。S2_Fig.tif:image/tiff,145.25 KB。S3_Fig.tif:image/tiff,26.68 KB。数据集 DOI:10.1371/journal.pone.0144901。
【主题与分类】
源站学科分类:Uncategorised。主题标签:trait carriers、laboratory methods、cell trait carriers、cell anemia、childhood mortality、sensitivity、1 year、United States、specificity、SCA status。
【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/_Validation_of_a_Low_Cost_Paper_Based_Screening_Test_for_Sickle_Cell_Anemia_/1634538
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Z. Piety, Nathaniel; Yang, Xiaoxi; Kanter, Julie; M. Vignes, Seth; George, Alex; Shevkoplyas, Sergey S. (2016). Validation of a Low-Cost Paper-Based Screening Test for Sickle Cell Anemia. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-06-02,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。
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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)
- 源站标题:Validation of a Low-Cost Paper-Based Screening Test for Sickle Cell Anemia
- DOI:10.1371/journal.pone.0144901
- 发布日期:2016-01-18
- 文件数:8 个
- 文件总体积:27.02 MB
- 源站页面:https://plos.figshare.com/articles/dataset/_Validation_of_a_Low_Cost_Paper_Based_Screening_Test_for_Sickle_Cell_Anemia_/1634538
命令行下载
curl -L -o "S1_Fig.tif" "https://ndownloader.figshare.com/files/2623177"
curl -L -o "S2_Fig.tif" "https://ndownloader.figshare.com/files/2623179"
curl -L -o "S3_Fig.tif" "https://ndownloader.figshare.com/files/2623180"
curl -L -o "S4_Fig.tif" "https://ndownloader.figshare.com/files/2623181"
curl -L -o "S5_Fig.tif" "https://ndownloader.figshare.com/files/2623182"
curl -L -o "S1_Methods.docx" "https://ndownloader.figshare.com/files/2623183"
curl -L -o "S1_Minimal_Dataset.xlsx" "https://ndownloader.figshare.com/files/2623184"
curl -L -o "S1_Table.docx" "https://ndownloader.figshare.com/files/2623185"
文件清单
S1_Fig.tif(26.49 MB)S2_Fig.tif(145.25 KB)S3_Fig.tif(26.68 KB)S4_Fig.tif(120.11 KB)S5_Fig.tif(176.56 KB)S1_Methods.docx(27.59 KB)S1_Minimal_Dataset.xlsx(17.43 KB)S1_Table.docx(24.41 KB)
文件总体积 27.02 MB(源站 API 实测)。
数据说明
Background
The high childhood mortality and life-long complications associated with sickle cell anemia (SCA) in developing countries could be significantly reduced with effective prophylaxis and education if SCA is diagnosed early in life. However, conventional laboratory methods used for diagnosing SCA remain prohibitively expensive and impractical in this setting. This study describes the clinical validation of a low-cost paper-based test for SCA that can accurately identify sickle trait carriers (HbAS) and individuals with SCA (HbSS) among adults and children over 1 year of age.
Methods and Findings
In a population of healthy volunteers and SCA patients in the United States (n = 55) the test identified individuals whose blood contained any HbS (HbAS and HbSS) with 100% sensitivity and 100% specificity for both visual evaluation and automated analysis, and detected SCA (HbSS) with 93% sensitivity and 94% specificity for visual evaluation and 100% sensitivity and 97% specificity for automated analysis. In a population of post-partum women (with a previously unknown SCA status) at a primary obstetric hospital in Cabinda, Angola (n = 226) the test identified sickle cell trait carriers with 94% sensitivity and 97% specificity using visual evaluation (none of the women had SCA). Notably, our test permits instrument- and electricity-free visual diagnostics, requires minimal training to be performed, can be completed within 30 minutes, and costs about $0.07 in test-specific consumable materials.
Conclusions
Our results validate the paper-based SCA test as a useful low-cost tool for screening adults and children for sickle trait and disease and demonstrate its practicality in resource-limited clinical settings.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0144901(source: https://plos.figshare.com/articles/dataset/_Validation_of_a_Low_Cost_Paper_Based_Screening_Test_for_Sickle_Cell_Anemia_/1634538)。
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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