Project 17C: 伯尔尼FN核心数据集:瑞士伯尔尼儿科患者化疗诱导中性粒细胞减少症发热发作(1993-2012)
瑞士伯尔尼儿科癌症患者化疗后中性粒细胞减少症发热(FN)发作数据集,含703次发作的风险因素与结局,用于FN风险预测研究。

基本信息
资源简介
Project 17C: 伯尔尼FN核心数据集:瑞士伯尔尼儿科患者化疗诱导中性粒细胞减少症发热发作(1993-2012)
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 3 个文件、合计 412.85 KB,主题涵盖 pediatrics、oncology patients、chemotherapy side effects、fever、neutropenia,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Project 17C: Bern FN Core: Episodes of fever in chemotherapy-induced neutropenia (FN) in pediatric patients in Bern, Switzerland, 1993-2012》。配套论文《Pediatric patients at risk for fever in chemotherapy-induced neutropenia in Bern, Switzerland, 1993-2012》发表于 Scientific Data(2018),DOI:10.1038/sdata.2018.38。项目资助方:-。源站首次发布:2019-01-14。
【数据内容】
源站原始描述:Data on potential risk factors and on outcomes in 703 FN episodes diagnosed in 291 of 583 pediatric patients treated with chemotherapy for cancer in Bern, Switzerland, from 1993 to 2012. These data can mainly be used (1) to study FN characteristics over time and between centers; (2) to study the association of FN characteristics with outcomes over time and between centers; (3) to derive corresponding CDRs for risk-adapted treatment of FN in pediatric patients; and (4) to externally validate CDRs…
文件 17C.Characteristics_FN_Episodes.ReadMe.csv 为文本内容,开头为:敋⁹潦楦敬›慤慴ㄮ䌷倮瑡敩瑮ⱳⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬⰬബⰊ䅒䑎䵏䤮ⱄ偅⹉䕐⹒䅐ⱔ䕓ⱘ䝄⹎䝁⹅則ⱐ䅍䥌⹇ⱇ䕓佃䑎刬䱅偁䕓夬䅅归ⰴ乆䄮䕇䜮偒猬慴畴彳Ɑ湩整彮档本浧獣ⱦ散瑮慲ⱬ潨灳彩湦爬慥潳晟Ɱ敦敶彲湦本湥牥晟Ɱ档汩彬湦洬捵獯晟Ɱ潣潭彲湦昬捯獵晟Ɱ楶畲彳湦椬普捥晟Ɱ扨晟Ɱ敬捵晟Ɱ牧湡晟Ɱ潭…
主表 17C.Characteristics_FN_Episodes.csv 含 58 列、样本前 704 行结构完整。
【数据结构与技术规格】
文件数 3 个,合计 412.85 KB。17C_CRF.pdf:application/pdf,281.96 KB。17C.Characteristics_FN_Episodes.ReadMe.csv:text/plain,9.29 KB。17C.Characteristics_FN_Episodes.csv:text/plain,121.59 KB。数据集 DOI:10.6084/m9.figshare.5769732.v5。
【主题与分类】
源站学科分类:Paediatrics not elsewhere classified、Chemotherapy。主题标签:pediatrics、oncology patients、chemotherapy side effects、fever、neutropenia、fever in neutropenia、risk predictor、long-term changes、validation data source、Paediatrics。
【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。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://figshare.com/articles/dataset/Project_17C_Bern_FN_Core_Episodes_of_fever_in_chemotherapy-induced_neutropenia_FN_in_pediatric_patients_in_Bern_Switzerland_1993-2012/5769732
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Zermatten, Maxime G.; Koenig, Christa; von Allmen, Annina N; Ammann, Roland A. (2019). Project 17C: Bern FN Core: Episodes of fever in chemotherapy-induced neutropenia (FN) in pediatric patients in Bern, Switzerland, 1993-2012. figshare. 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。
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:Project 17C: Bern FN Core: Episodes of fever in chemotherapy-induced neutropenia (FN) in pediatric patients in Bern, Switzerland, 1993-2012
- DOI:10.6084/m9.figshare.5769732.v5
- 发布日期:2019-01-14
- 文件数:3 个
- 文件总体积:412.85 KB
- 源站页面:https://figshare.com/articles/dataset/Project_17C_Bern_FN_Core_Episodes_of_fever_in_chemotherapy-induced_neutropenia_FN_in_pediatric_patients_in_Bern_Switzerland_1993-2012/5769732
命令行下载
curl -L -o "17C_CRF.pdf" "https://ndownloader.figshare.com/files/12375449"
curl -L -o "17C.Characteristics_FN_Episodes.ReadMe.csv" "https://ndownloader.figshare.com/files/13480814"
curl -L -o "17C.Characteristics_FN_Episodes.csv" "https://ndownloader.figshare.com/files/13480817"
文件清单
17C_CRF.pdf(281.96 KB)17C.Characteristics_FN_Episodes.ReadMe.csv(9.29 KB)17C.Characteristics_FN_Episodes.csv(121.59 KB)
文件总体积 412.85 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
Data on potential risk factors and on outcomes in 703 FN episodes diagnosed in 291 of 583 pediatric patients treated with chemotherapy for cancer in Bern, Switzerland, from 1993 to 2012.
These data
can mainly be used (1) to study FN characteristics over time and between
centers; (2) to study the association of FN characteristics with outcomes over
time and between centers; (3) to derive corresponding CDRs for risk-adapted
treatment of FN in pediatric patients; and (4) to externally validate CDRs
derived from other datasets.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.5769732.v5(source: https://figshare.com/articles/dataset/Project_17C_Bern_FN_Core_Episodes_of_fever_in_chemotherapy-induced_neutropenia_FN_in_pediatric_patients_in_Bern_Switzerland_1993-2012/5769732)。
数据缺失?
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