一种无线传输结果至兼容胰岛素泵的血糖监测系统的准确性及用户性能评估数据集

数据集获取（Figshare）

• 源站标题：Accuracy and user performance evaluation of a blood glucose monitoring system which wirelessly transmits results to compatible insulin pumps
• DOI：10.6084/m9.figshare.11897994.v2
• 发布日期：2020-03-17
• 文件数：2 个
• 文件总体积：7.28 MB
• 源站页面：https://tandf.figshare.com/articles/dataset/Accuracy_and_user_performance_evaluation_of_a_blood_glucose_monitoring_system_which_wirelessly_transmits_results_to_compatible_insulin_pumps/11897994

命令行下载

curl -L -o "icmo_a_1734919_sm8646.docx" "https://ndownloader.figshare.com/files/22028370"
curl -L -o "icmo_a_1734919_sm8787.jpg" "https://ndownloader.figshare.com/files/21819618"

文件清单

• icmo_a_1734919_sm8646.docx（888.85 KB）
• icmo_a_1734919_sm8787.jpg（6.39 MB）

文件总体积 7.28 MB（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

Objective: To perform evaluations of the CONTOUR PLUS LINK 2.4 blood glucose monitoring system (BGMS) assessed according to ISO 15197:2013 criteria.
Methods: Clinical trial registered at ClinicalTrials.gov (NCT01824355). In a laboratory study (Study 1), capillary fingertip blood samples from 100 subjects were evaluated in duplicate, using three test strip lots. In a clinical trial (Study 2), 113 adults with diabetes were enrolled, and BGMS results and Yellow Springs Instruments (YSI) analyzer reference measurements were compared for subject- and trial staff-obtained fingertip blood and subject-obtained palm blood. Subjects completed a questionnaire to evaluate BGMS ease of use.
Results: In Study 1, 100% of combined results (all test strip lots) fulfilled ISO 15197:2013 section 6.3 criteria. In Study 2, 97.7% of subject-obtained fingertip results and 100% of trial staff-obtained fingertip results met ISO 15197:2013 section 8 criteria. Additionally, 93.8% of palm results were within ± 15 mg/dL of mean YSI measurements for glucose concentrations Conclusion: The BGMS exceeded minimum ISO 15197:2013-specified accuracy criteria in the laboratory and in the hands of lay users with diabetes.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.11897994.v2（source: https://tandf.figshare.com/articles/dataset/Accuracy_and_user_performance_evaluation_of_a_blood_glucose_monitoring_system_which_wirelessly_transmits_results_to_compatible_insulin_pumps/11897994）。