莱姆病后的医疗成本、利用和护理模式

数据集获取（Figshare）

• 源站标题：Health Care Costs, Utilization and Patterns of Care following Lyme Disease
• DOI：10.1371/journal.pone.0116767
• 发布日期：2015-02-04
• 文件数：7 个
• 文件总体积：602.10 KB
• 源站页面：https://plos.figshare.com/articles/dataset/_Health_Care_Costs_Utilization_and_Patterns_of_Care_following_Lyme_Disease_/1301353

命令行下载

curl -L -o "S1_Fig.pdf" "https://ndownloader.figshare.com/files/1880504"
curl -L -o "S1_Table.pdf" "https://ndownloader.figshare.com/files/1880505"
curl -L -o "S2_Table.pdf" "https://ndownloader.figshare.com/files/1880506"
curl -L -o "S3_Table.pdf" "https://ndownloader.figshare.com/files/1880507"
curl -L -o "S4_Table.pdf" "https://ndownloader.figshare.com/files/1880508"
curl -L -o "S5_Table.pdf" "https://ndownloader.figshare.com/files/1880509"
curl -L -o "S6_Table.pdf" "https://ndownloader.figshare.com/files/1880510"

文件清单

• S1_Fig.pdf（134.83 KB）
• S1_Table.pdf（76.08 KB）
• S2_Table.pdf（77.68 KB）
• S3_Table.pdf（76.05 KB）
• S4_Table.pdf（78.12 KB）
• S5_Table.pdf（76.85 KB）
• S6_Table.pdf（82.49 KB）

文件总体积 602.10 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

Background
Lyme disease is the most frequently reported vector borne infection in the United States. The Centers for Disease Control have estimated that approximately 10% to 20% of individuals may experience Post-Treatment Lyme Disease Syndrome – a set of symptoms including fatigue, musculoskeletal pain, and neurocognitive complaints that persist after initial antibiotic treatment of Lyme disease. Little is known about the impact of Lyme disease or post-treatment Lyme disease symptoms (PTLDS) on health care costs and utilization in the United States.
Objectives

1. to examine the impact of Lyme disease on health care costs and utilization, 2) to understand the relationship between Lyme disease and the probability of developing PTLDS, 3) to understand how PTLDS may impact health care costs and utilization.
   Methods
   This study utilizes retrospective data on medical claims and member enrollment for persons aged 0-64 years who were enrolled in commercial health insurance plans in the United States between 2006-2010. 52,795 individuals treated for Lyme disease were compared to 263,975 matched controls with no evidence of Lyme disease exposure.
   Results
   Lyme disease is associated with $2,968 higher total health care costs (95% CI: 2,807-3,128, pConclusions
   Lyme disease is associated with increased costs above what would be expected for an easy to treat infection. The presence of PTLDS-related diagnoses after treatment is associated with significant health care costs and utilization.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0116767（source: https://plos.figshare.com/articles/dataset/_Health_Care_Costs_Utilization_and_Patterns_of_Care_following_Lyme_Disease_/1301353）。