韩国2011-2018年健康保险审查评估理赔数据中的寄生虫感染与医疗费用

数据集获取（Figshare）

• 源站标题：Parasitic infections and medical expenses according to Health Insurance Review Assessment claims data in South Korea, 2011–2018
• DOI：10.1371/journal.pone.0225508
• 发布日期：2019-11-26
• 文件数：4 个
• 文件总体积：70.44 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Parasitic_infections_and_medical_expenses_according_to_Health_Insurance_Review_Assessment_claims_data_in_South_Korea_2011_2018/11227382

命令行下载

curl -L -o "pone.0225508.s001.xlsx" "https://ndownloader.figshare.com/files/19821494"
curl -L -o "pone.0225508.s002.xlsx" "https://ndownloader.figshare.com/files/19821500"
curl -L -o "pone.0225508.s003.xlsx" "https://ndownloader.figshare.com/files/19821503"
curl -L -o "pone.0225508.s004.xlsx" "https://ndownloader.figshare.com/files/19821506"

文件清单

• pone.0225508.s001.xlsx（13.26 KB）
• pone.0225508.s002.xlsx（20.20 KB）
• pone.0225508.s003.xlsx（23.00 KB）
• pone.0225508.s004.xlsx（13.98 KB）

文件总体积 70.44 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

Introduction
In South Korea, Health Insurance Review and Assessment claims data contain comprehensive information on healthcare services for almost the entire population. The present study used claims data on parasitic diseases from 2011 to 2018, and associated medical expenses to investigate infection trends associated with endemic parasitic diseases in South Korea, including those not monitored by Korea Centers for Disease Control and Prevention.
Methods
Basic data regarding each parasitic disease were curated from the Healthcare Bigdata Hub (http://opendata.hira.or.kr). Ten endemic parasitic diseases, three pandemic protozoan diseases, and three ectoparasitic diseases were evaluated between 2011 and 2018. Data on each parasitic disease included the number of patients of each sex, age range within 5 years, province, and total medical expenses. Heatmap and principal component analysis were performed to visualize the incidence pattern of parasitic diseases by provinces.
Results
Clonorchiasis and pinworm infections decreased remarkably from 6,097 and 4,018 infections in 2011 to 3,008 and 1,988 infections in 2018, respectively. Other endemic parasitic diseases mostly declined or remained steady over the 8-year period, except for anisakiasis, which doubled from 409 in 2011 to 818 in 2018. Provinces close to North Korea had a higher frequency of claims for Plasmodium vivax infection. The highest rate of clonorchiasis was in Gyeongsangnam-do, while that of anisakiasis was in southern Korea. Jeju province had the highest number of claims for cysticercosis, anisakiasis, pinworm infection, and soil-transmitted helminth infections. The total medical expense for anisakiasis was 65 million Korean won (57,000 US$) in 2011, rising to 237 million Korean won (206,000 US$) in 2018. The medical expense for trichomoniasis was 6,063 million won and for scabies was 1,669 million won in 2018. Since the claims data include only data reported by healthcare providers, some discrepancies might have occurred.
Conclusion
Our findings provide the basis for a health policy to reduce further infections and medical expense.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0225508（source: https://plos.figshare.com/articles/dataset/Parasitic_infections_and_medical_expenses_according_to_Health_Insurance_Review_Assessment_claims_data_in_South_Korea_2011_2018/11227382）。