每年护理路径的治疗组合
荷兰良性妇科护理路径治疗组合数据集,涵盖2017-2022年COVID-19影响评估。

基本信息
资源简介
每年护理路径的治疗组合
【数据集背景】
本数据集源站标题为《Treatment mix per care pathway per year.》。源站首次发布:2026-04-01。
【数据内容】
源站原始描述:Objective To evaluate whether the COVID-19 pandemic influenced treatment modality, care intensity, and care setting in benign gynecological care in the Netherlands. Design Retrospective longitudinal cohort study evaluating the effects of the COVID-19 pandemic. Setting Nationwide healthcare delivery was analyzed across four benign gynecological pathways from 2017 to 2022 using Vektis and Dutch Hospital Data (DHD), accessed via Statistics Netherlands (CBS). Participants The study focused on four b…
【数据结构与技术规格】
文件数 1 个,合计 13.82 KB。Table 2.xls:application/vnd.ms-excel,13.82 KB。数据集 DOI:10.1371/journal.pone.0345619.t002。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Developmental Biology、Cancer、Infectious Diseases、Virology。主题标签:trimester pregnancy complications、rapidly changing demands、menstrual disorder pathway、consultations increased markedly、complementary research using、2022 using vektis、data limitations underscore、four pathways toward、based longitudinal study、g15 ), prolapse。
【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/_p_Treatment_mix_per_care_pathway_per_year_p_/31918298
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Velthuijs, Eva L.M.; Ismail, Ismail; de Leeuw, Robert A.; Hehenkamp, Wouter J.K.; Koolman, Xander H.E. (2026). Treatment mix per care pathway per year.. PLOS ONE. Dataset
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:<p>Treatment mix per care pathway per year.</p>
- DOI:10.1371/journal.pone.0345619.t002
- 发布日期:2026-04-01
- 文件数:1 个
- 文件总体积:13.82 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_p_Treatment_mix_per_care_pathway_per_year_p_/31918298
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/63384437"
文件清单
Table 2.xls(13.82 KB)
文件总体积 13.82 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
Objective
To evaluate whether the COVID-19 pandemic influenced treatment modality, care intensity, and care setting in benign gynecological care in the Netherlands.
Design
Retrospective longitudinal cohort study evaluating the effects of the COVID-19 pandemic.
Setting
Nationwide healthcare delivery was analyzed across four benign gynecological pathways from 2017 to 2022 using Vektis and Dutch Hospital Data (DHD), accessed via Statistics Netherlands (CBS).
Participants
The study focused on four benign gynecological pathways, classified using Dutch Diagnosis Treatment Combinations (DTCs): menstrual disorders (G11), uterine fibroids (G15), prolapse (G25), and first-trimester pregnancy complications (Z12). All patients with a new DTC in the first half of each year were included. Exclusion criteria were patients under 18 years, and only in the menstrual disorder pathway, patients over 51 years of age.
Intervention or exposure
Cohorts from the initial pandemic year (2020) were compared to pre-pandemic years (2017–2019), the late pandemic year (2021), and the post-pandemic year (2022).
Main outcomes and measures
The primary outcome was the change in treatment mix within the care pathways. Secondary outcomes included regional variation, hospital-type distribution and care intensity.
Results
In 2020, all care pathways showed reduced unique patient volumes. Treatment mix did change during the COVID-19 pandemic, but not uniformly across the four pathways toward more less-invasive options. We found no regional differences in treatment mixes. Patient age, number of care activities and medication use remained stable. Telephone follow-up consultations increased markedly in 2020. No deviation from the trend was observed in respect of hospital type providing care.
Conclusions and relevance
A sharp reduction in benign gynecological care did not result in strategies to minimize patient harm like prioritization or substitution of care, as observed with our available claims data. Our findings indicate a lack of flexibility in health care provision to adjust to rapidly changing demands. Data limitations underscore the need for complementary research using other data sources to assess
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0345619.t002(source: https://plos.figshare.com/articles/dataset/_p_Treatment_mix_per_care_pathway_per_year_p_/31918298)。
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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