德国帕金森病流行病学与医疗利用研究数据表1

数据集获取（Figshare）

• 源站标题：Data_Sheet_1_Do We Need to Rethink the Epidemiology and Healthcare Utilization of Parkinson’'s Disease in Germany?.pdf
• DOI：10.3389/fneur.2018.00500.s001
• 发布日期：2018-06-29
• 文件数：1 个
• 文件总体积：340.23 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Do_We_Need_to_Rethink_the_Epidemiology_and_Healthcare_Utilization_of_Parkinson_s_Disease_in_Germany_pdf/6721715

命令行下载

curl -L -o "Data_Sheet_1_Do We Need to Rethink the Epidemiology and Healthcare Utilization of Parkinson''s Disease in Germany?.pdf" "https://ndownloader.figshare.com/files/12256325"

文件清单

• Data_Sheet_1_Do We Need to Rethink the Epidemiology and Healthcare Utilization of Parkinson''s Disease in Germany?.pdf（340.23 KB）

文件总体积 340.23 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

Epidemiological aspects of Parkinson’'s disease (PD), co-occurring diseases and medical healthcare utilization of PD patients are still largely elusive. Based on claims data of 3.7 million statutory insurance members in Germany in 2015 the prevalence and incidence of PD was determined. PD cases had at least one main hospital discharge diagnosis of PD, or one physician diagnosis confirmed by a subsequent or independent diagnosis or by PD medication in 2015. Prevalence of (co-)occurring diseases, mortality, and healthcare measures in PD cases and matched controls were compared. In 2015, 21,714 prevalent PD cases (standardized prevalence: 511.4/100,000 persons) and 3,541 incident PD cases (standardized incidence: 84.1/100,000 persons) were identified. Prevalence of several (co-)occurring diseases/complications, e.g., dementia (PD/controls: 39/13%), depression (45/22%), bladder dysfunction (46/22%), and diabetes (35/31%), as well as mortality (10.7/5.8%) differed between PD cases and controls. The annual healthcare utilization was increased in PD cases compared to controls, e.g., regarding mean ± SD physician contacts (15.2 ± 7.6/12.2 ± 7.3), hospitalizations (1.3 ± 1.8/0.7 ± 1.4), drug prescriptions (overall: 37.7 ± 24.2/21.7 ± 19.6; anti-PD medication: 7.4 ± 7.4/0.1 ± 0.7), assistive/therapeutic devices (47/30%), and therapeutic remedies (57/16%). The standardized prevalence and incidence of PD in Germany as well as mortality in PD may be substantially higher than reported previously. While frequently diagnosed with co-occurring diseases/complications, such as dementia, depression, bladder dysfunction and diabetes, the degree of healthcare utilization shows large variability between PD patients. These findings encourage a rethinking of the epidemiology and healthcare utilization in PD, at least in Germany. Longitudinal studies of insurance claims data should further investigate the individual and epidemiological progression and healthcare demands in PD.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fneur.2018.00500.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Do_We_Need_to_Rethink_the_Epidemiology_and_Healthcare_Utilization_of_Parkinson_s_Disease_in_Germany_pdf/6721715）。