数据表1:一种用于血清胆红素比色定量的低成本纸基设备

包含KromaHealth纸基设备的实验数据,通过智能手机图像定量分析血清胆红素,用于肝脏疾病筛查。

NIAID Data Ecosystem
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图像、表格diagnosticspaper microfluidicsobject detectionimage processingbilirubin
DataSheet1_A Low-Cost Paper-Based Device for the Colorimetric Quantification of Bilirubin in Serum Using Smartphone Technology.docx

基本信息

模态
图像、表格
大小
0.010345984 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

数据表1:一种用于血清胆红素比色定量的低成本纸基设备

【一句话概览】

本数据集是 figshare 公开的影像数据集,收录 1 个文件、合计 10.35 MB,主题涵盖 diagnostics、paper microfluidics、object detection、image processing、bilirubin,可用于医学图像分割、检测与分类模型的训练与评测,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《DataSheet1_A Low-Cost Paper-Based Device for the Colorimetric Quantification of Bilirubin in Serum Using Smartphone Technology.docx》。配套论文《Portable Smartphone Platform Integrated with a Nanoprobe-Based Fluorescent Paper Strip: Visual Monitoring of Glutathione in Human Serum for Health Prognosis》发表于 ACS Sustainable Chemistry & Engineering(2020),DOI:10.1021/acssuschemeng.0c00690。源站首次发布:2022-07-07。

【数据内容】

源站原始描述:Total bilirubin values have been used as a potential marker to pre-screen and diagnose various liver-based diseases such as jaundice, bile obstruction, liver cancer, etc. A device known as KromaHealth Kit, composed of paper and an acrylic backbone, is developed to quantify total bilirubin in human serum using image processing and machine learning technology. The biochemical assays are deposited on absorbent paper pads that act as reaction zones when serum is added. A dedicated smartphone app cap…

【数据结构与技术规格】

文件数 1 个,合计 10.35 MB。数据集 DOI:10.3389/fchem.2022.869086.s001。

【主题与分类】

源站学科分类:Geochemistry、Biochemistry、Inorganic Chemistry、Organic Chemistry、Nuclear Chemistry、Medical Biochemistry: Proteins and Peptides (incl. Medical Proteomics)。主题标签:diagnostics、paper microfluidics、object detection、image processing、bilirubin。

【适用方向】

影像类数据可用于医学图像分析模型(检测、分割、分类)的训练与评测,也可用于标注质量与成像参数相关性的研究。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/DataSheet1_A_Low-Cost_Paper-Based_Device_for_the_Colorimetric_Quantification_of_Bilirubin_in_Serum_Using_Smartphone_Technology_docx/20252019

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

规范引用:AuYoung, Brittany; Ravichandran, Akshay Gutha; Patel, Divykumar; Dave, Nisarg; Shah, Achal; Wronko-Stevens, Brianna; et al. (2022). DataSheet1_A Low-Cost Paper-Based Device for the Colorimetric Quantification of Bilirubin in Serum Using Smartphone Technology.docx. Frontiers. Dataset

【使用注意】

· 源站最后修改于 2023-06-14,引用时请注意版本时效。

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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。

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公开下载

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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 "DataSheet1_A Low-Cost Paper-Based Device for the Colorimetric Quantification of Bilirubin in Serum Using Smartphone Technology.docx" "https://ndownloader.figshare.com/files/36186657"

文件清单

  • DataSheet1_A Low-Cost Paper-Based Device for the Colorimetric Quantification of Bilirubin in Serum Using Smartphone Technology.docx(10.35 MB)

文件总体积 10.35 MB(源站 API 实测)。

数据说明

Total bilirubin values have been used as a potential marker to pre-screen and diagnose various liver-based diseases such as jaundice, bile obstruction, liver cancer, etc. A device known as KromaHealth Kit, composed of paper and an acrylic backbone, is developed to quantify total bilirubin in human serum using image processing and machine learning technology. The biochemical assays are deposited on absorbent paper pads that act as reaction zones when serum is added. A dedicated smartphone app captures images of the colorimetric changes on the pad and converts them into quantitative values of bilirubin. The range of bilirubin concentration that can be quantified using the device ranges from 0.5 mg/dl to 7.0 mg/dl. The precision, limit of detection, interference analysis, linearity, stability, and comparison with a predicate are studied in this paper in accordance with clinical and laboratory standards institute. The results indicate that the KromaHealth Kit can be used as an inexpensive alternative to conventional bilirubin testing in clinical settings. With its level of precision, ease-of-use, long shelf-life, and short turnaround time, it will prove to be invaluable in limited-resource settings.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fchem.2022.869086.s001(source: https://frontiersin.figshare.com/articles/dataset/DataSheet1_A_Low-Cost_Paper-Based_Device_for_the_Colorimetric_Quantification_of_Bilirubin_in_Serum_Using_Smartphone_Technology_docx/20252019)。

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