基于活动类型的每位患者医疗成本（全因和肺炎相关）12个月随访（迪拜真实世界理赔数据库，2014-2019）
基于迪拜2014-2019年真实世界理赔数据库，汇总肺炎患者12个月随访内全因及肺炎相关的人均医疗成本。
基本信息
资源简介
基于活动类型的每位患者医疗成本（全因和肺炎相关）12个月随访（迪拜真实世界理赔数据库，2014-2019）
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集，收录 1 个文件、合计 9.73 KB，主题涵盖 united arab emirates、similar pattern across、aged &# 8805、882 ), however、206 usd respectively，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《Healthcare cost per patient based on activity type (all-cause and pneumonia-related) during 12-month follow-up (patients having at least one claim for pneumonia during 12-month follow-up period were included in the analysis; Dubai Real-World Claims Database, 2014 to 2019).》。配套论文《Real-world evaluation of costs of illness for pneumonia in adult patients in Dubai—A claims database study》发表于 PLOS ONE（2021），DOI：10.1371/journal.pone.0256856。源站首次发布：2021-09-01。
【数据内容】
源站原始描述：Healthcare cost per patient based on activity type (all-cause and pneumonia-related) during 12-month follow-up (patients having at least one claim for pneumonia during 12-month follow-up period were included in the analysis; Dubai Real-World Claims Database, 2014 to 2019)
【数据结构与技术规格】
文件数 1 个，合计 9.73 KB。Table 5.xls：application/vnd.ms-excel，9.73 KB。数据集 DOI：10.1371/journal.pone.0256856.t005。
【主题与分类】
源站学科分类：Medicine、Biotechnology、Sociology、Developmental Biology、Cancer、Infectious Diseases。主题标签：united arab emirates、similar pattern across、aged &# 8805、882 ), however、206 usd respectively、166 usd respectively、similar across cohorts、dubai &# 8212、significant healthcare burden、world claims database。
【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/Healthcare_cost_per_patient_based_on_activity_type_all-cause_and_pneumonia-related_during_12-month_follow-up_patients_having_at_least_one_claim_for_pneumonia_during_12-month_follow-up_period_were_included_in_the_analysis_Dubai_Real-World_Cl/16554740
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Dallal, Sara Ahmad Mohammad Al; Farghaly, Mohamed; Ghorab, Ahmed; Elaassar, Mostafa; Haridy, Hammam; Awad, Nancy; et al. (2021). Healthcare cost per patient based on activity type (all-cause and pneumonia-related) during 12-month follow-up (patients having at least one claim for pneumonia during 12-…
【使用注意】
· 源站最后修改于 2023-06-10，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：Healthcare cost per patient based on activity type (all-cause and pneumonia-related) during 12-month follow-up (patients having at least one claim for pneumonia during 12-month follow-up period were included in the analysis; Dubai Real-World Claims Database, 2014 to 2019).
- DOI：10.1371/journal.pone.0256856.t005
- 发布日期：2021-09-01
- 文件数：1 个
- 文件总体积：9.73 KB
- 源站页面：https://plos.figshare.com/articles/dataset/Healthcare_cost_per_patient_based_on_activity_type_all-cause_and_pneumonia-related_during_12-month_follow-up_patients_having_at_least_one_claim_for_pneumonia_during_12-month_follow-up_period_were_included_in_the_analysis_Dubai_Real-World_Cl/16554740
命令行下载
curl -L -o "Table 5.xls" "https://ndownloader.figshare.com/files/30614567"
文件清单
Table 5.xls（9.73 KB）
文件总体积 9.73 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
Healthcare cost per patient based on activity type (all-cause and pneumonia-related) during 12-month follow-up (patients having at least one claim for pneumonia during 12-month follow-up period were included in the analysis; Dubai Real-World Claims Database, 2014 to 2019).
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0256856.t005（source: https://plos.figshare.com/articles/dataset/Healthcare_cost_per_patient_based_on_activity_type_all-cause_and_pneumonia-related_during_12-month_follow-up_patients_having_at_least_one_claim_for_pneumonia_during_12-month_follow-up_period_were_included_in_the_analysis_Dubai_Real-World_Cl/16554740）。
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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