Bern2019WDP data-53425
包含20名癌症化疗患儿佩戴Everion®设备连续14天监测的9项生命体征、健康指标及质量评分数据，以及非设备相关不良反应等数据。
基本信息
资源简介
Bern2019WDP data
【一句话概览】
本数据集是 figshare 公开的时序数据集，收录 24 个文件、合计 6.72 MB，主题涵盖 Wearable devices、Pediatric Oncology、Continuous monitoring devices、Feasibility、Paediatrics，可用于疾病进展预测与生理信号时序建模，CC BY 4.0 许可开放获取。
【数据集背景】
项目资助方：Batzebär Fundation。源站首次发布：2021-12-26。
【数据内容】
源站原始描述：The study “Continuous recording of vital signs with a wearable device in pediatric patients undergoing chemotherapy for cancer – an operational feasibility study” (NCT04134429) recruited patients from November 2019 to January 2020 in a single center, the Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland. Nine different vital signs and health indicators, plus quality scores to six of them, were recorded by the wearable device (WD) Everion® duri…
【数据结构与技术规格】
文件数 24 个，合计 6.72 MB。WD_data.patient_07.csv：text/plain，416.85 KB。WD_data.patient_09.csv：text/plain，430.58 KB。WD_data.patient_13.csv：text/plain，231.12 KB。数据集 DOI：10.6084/m9.figshare.13471338.v3。
【主题与分类】
源站学科分类：Paediatrics not elsewhere classified。主题标签：Wearable devices、Pediatric Oncology、Continuous monitoring devices、Feasibility、Paediatrics。
【适用方向】
时序数据适用于疾病进展预测、生理信号监测与事件发生的时序建模。
【获取与许可】
源站页面：https://figshare.com/articles/dataset/Bern2019WDP_data/13471338
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Koenig, Christa; Haemmerli, Marion; Brack, Eva; Ammann, Roland A. (2021). Bern2019WDP data. figshare. Dataset
【使用注意】
· 源站最后修改于 2023-06-07，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：Bern2019WDP data
- DOI：10.6084/m9.figshare.13471338.v3
- 发布日期：2021-12-26
- 文件数：24 个
- 文件总体积：6.72 MB
- 源站页面：https://figshare.com/articles/dataset/Bern2019WDP_data/13471338
命令行下载
curl -L -o "WD_data.patient_07.csv" "https://ndownloader.figshare.com/files/28369782"
curl -L -o "WD_data.patient_09.csv" "https://ndownloader.figshare.com/files/28369785"
curl -L -o "WD_data.patient_13.csv" "https://ndownloader.figshare.com/files/28369788"
curl -L -o "WD_data.patient_14.csv" "https://ndownloader.figshare.com/files/28369791"
curl -L -o "WD_data.patient_15.csv" "https://ndownloader.figshare.com/files/28369794"
curl -L -o "WD_data.patient_16.csv" "https://ndownloader.figshare.com/files/28369797"
curl -L -o "WD_data.patient_20.csv" "https://ndownloader.figshare.com/files/28369800"
curl -L -o "WD_data.patient_21.csv" "https://ndownloader.figshare.com/files/28369803"
文件清单
WD_data.patient_07.csv（416.85 KB）WD_data.patient_09.csv（430.58 KB）WD_data.patient_13.csv（231.12 KB）WD_data.patient_14.csv（397.76 KB）WD_data.patient_15.csv（65.52 KB）WD_data.patient_16.csv（61.95 KB）WD_data.patient_20.csv（450.18 KB）WD_data.patient_21.csv（481.66 KB）WD_data.patient_24.csv（274.87 KB）WD_data.patient_30.csv（88.99 KB）WD_data.patient_33.csv（438.53 KB）WD_data.patient_35.csv（409.91 KB）WD_data.patient_36.csv（432.49 KB）WD_data.patient_37.csv（488.40 KB）WD_data.patient_39.csv（242.77 KB）WD_data.patient_xx_Readme.csv（1.03 KB）Non_WD_data_all_patients.csv（96.29 KB）Non_WD_data_all_patients_Readme.csv（8.37 KB）WD_data.patient_01.csv（444.84 KB）WD_data.patient_02.csv（454.10 KB）
文件总体积 6.72 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
The study “Continuous
recording of vital signs with a wearable device in pediatric patients
undergoing chemotherapy for cancer – an operational feasibility study” (NCT04134429) recruited patients from November 2019 to January 2020
in a single center, the Department of Pediatrics, Inselspital, Bern University
Hospital, University of Bern, Bern, Switzerland.
Nine different vital signs and health indicators, plus quality scores to
six of them, were recorded by the wearable device (WD) Everion® during a total
of 274 days (6576 hours) in 20 patients (study period of 14 days each patient).
This resulted in 85’854 measuring points, which are a total of 772’686
measurements of vital signs and health indicators, plus 515’124 quality scores.
Additionally, non-WD data like side effects, acceptability and usability, reasons not to wear
the WD, and effort for the investigators was collected.
20 files, one per patient,
contain the WD data e.g. the vital signs and their quality score recorded by
the WD. A Readme file explains all the variables.
One file contains the non-WD data of all 20 patients on administration,
follow-up and outcomes of the daily CRF. Another Readme file explains all the variables.
One additional file contains the R-script used to get the WD data.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.13471338.v3（source: https://figshare.com/articles/dataset/Bern2019WDP_data/13471338）。
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