美国胆道癌真实世界治疗模式、资源利用与成本

美国晚期胆道癌患者真实世界治疗模式、生存、医疗资源利用与成本数据,基于医疗索赔数据库。

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表格biliary tract cancerchemotherapyhealthcare utilizationreal worldsurvivaltreatment patterns
Real-world treatment patterns, resource utilization and costs in biliary tract cancers in the USA

基本信息

模态
表格
大小
0.001696535 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

美国胆道癌真实世界治疗模式、资源利用与成本

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 1.70 MB,主题涵盖 biliary tract cancer、chemotherapy、healthcare utilization、real world、survival,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《Real-world treatment patterns, resource utilization and costs in biliary tract cancers in the USA》。配套论文《Real-world treatment patterns, resource utilization and costs in biliary tract cancers in the USA》发表于 Future Oncology(2024),DOI:10.1080/14796694.2024.2379237。项目资助方:Funding for this study was provided to Carelon Research by Merck Sharp & Dohme LLC, a subsidiary of Merck & Co., Inc., Rahway, NJ, USA.。源站首次发布:2024-08-19。

【数据内容】

源站原始描述:Aim: To evaluate real-world treatment patterns, survival and healthcare-resource utilization in US patients with advanced biliary tract cancers (BTC) receiving systemic therapy. Patients & methods: This study used claims data from the Healthcare Integrated Research Database (HIRD®) linked to clinical data from the Cancer Care Quality Program (January 1, 2015–September 30, 2020). Results: Of 413 patients, 84.5% received gemcitabine-based first-line (1L) treatment, 46% received second-line treatme…

【数据结构与技术规格】

文件数 2 个,合计 1.70 MB。BTC_Manuscript_Supplemental Material.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,65.25 KB。Suppl Fig 1.eps:image/x-eps,1.63 MB。数据集 DOI:10.6084/m9.figshare.26779903.v1。

【主题与分类】

源站学科分类:Medicine、Pharmacology、Ecology、Cancer、Science Policy。主题标签:biliary tract cancer、chemotherapy、healthcare utilization、real world、survival、treatment patterns。

【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://tandf.figshare.com/articles/dataset/Real-world_treatment_patterns_resource_utilization_and_costs_in_biliary_tract_cancers_in_the_USA/26779903

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Real-world treatment patterns, resource utilization and costs in biliary tract cancers in the USA. Taylor & Francis. Wang, Liya; Singhal, Mukul; Valderrama, Adriana; Nepal, Bal; Kamble, Shital; Eluri, Madhulika; et al

官方服务

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陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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)

命令行下载

curl -L -o "BTC_Manuscript_Supplemental Material.docx" "https://ndownloader.figshare.com/files/48647851"
curl -L -o "Suppl Fig 1.eps" "https://ndownloader.figshare.com/files/48647854"

文件清单

  • BTC_Manuscript_Supplemental Material.docx(65.25 KB)
  • Suppl Fig 1.eps(1.63 MB)

文件总体积 1.70 MB(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

Aim: To evaluate real-world treatment patterns, survival and healthcare-resource utilization in US patients with advanced biliary tract cancers (BTC) receiving systemic therapy.
Patients & methods: This study used claims data from the Healthcare Integrated Research Database (HIRD®) linked to clinical data from the Cancer Care Quality Program (January 1, 2015–September 30, 2020).
Results: Of 413 patients, 84.5% received gemcitabine-based first-line (1L) treatment, 46% received second-line treatment, and 16.5% received third-line (3L) treatment. All-cause mortality was 53% and approximately 70% of patients had ≥1 inpatient visit. The total mean per-patient-per-month all-cause costs were $19,589 for 1L and $33,534 for 3L treatment.
Conclusion: Results showed poor survival, significant resource use and high costs as treatment line progresses for patients with advanced BTC.
Our research explored which treatments US patients with advanced biliary tract cancers (BTC) received and how long they lived for. We analyzed information from a US database, called the Healthcare Integrated Research Database (HIRD®), which holds information related to healthcare insurance claims. Out of 413 patients in the database, 84.5% were initially given a combination treatment involving a chemotherapy called gemcitabine. We also found that 46% of patients received a type of second treatment (also known as second-line therapy), and 16.5% received a third treatment (third-line therapy). During treatment, around 70% of patients needed to stay in hospital at least once. The cost of healthcare was more expensive for patients receiving later lines of therapy, with the average monthly cost per patient for first-line treatment being $19,589 and third-line treatment being $33,534. Furthermore, just over half of the 413 patients died from any causes, showing the poor outlook these patients face. This information is important for understanding the real-world management of patients with BTC, so that their care can be improved in the future.
This study evaluated real-world treatment patterns, survival, healthcare-resource utilization (HCRU) and costs in patients with advanced biliary tract cancers

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.26779903.v1(source: https://tandf.figshare.com/articles/dataset/Real-world_treatment_patterns_resource_utilization_and_costs_in_biliary_tract_cancers_in_the_USA/26779903)。

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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