低级别胶质瘤治疗早期成本与并发症数据表

数据集获取（Figshare）

• 源站标题：Datasheet1_Early costs and complications of first-line low-grade glioma treatment using a large national database: Limitations and future perspectives.pdf
• DOI：10.3389/fsurg.2023.1001741.s001
• 发布日期：2023-02-03
• 文件数：1 个
• 文件总体积：732.06 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Datasheet1_Early_costs_and_complications_of_first-line_low-grade_glioma_treatment_using_a_large_national_database_Limitations_and_future_perspectives_pdf/22002716

命令行下载

curl -L -o "Datasheet1_Early costs and complications of first-line low-grade glioma treatment using a large national database: Limitations and future perspectives.pdf" "https://ndownloader.figshare.com/files/39052436"

文件清单

• Datasheet1_Early costs and complications of first-line low-grade glioma treatment using a large national database: Limitations and future perspectives.pdf（732.06 KB）

文件总体积 732.06 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

IntroductionDiffuse Low-grade gliomas (DLGG, WHO Grade II) are a heterogenous group of tumors comprising 13–16% of glial tumors. While maximal safe resection is endorsed as the best approach to DLGG, compared to more conservative interventions like stereotactic biopsy, the added costs and risks have not been systematically evaluated. The purpose of this study was to better understand the complication rates and costs associated with each intervention.
MethodsA retrospective cohort study using data from the IBM Watson Health MarketScan® Commercial Claims and Encounters database was conducted, using the International Classification of Diseases, Ninth Revision (ICD-9) codes corresponding to DLGG (2005–2014). Current Procedure Terminology, 4th Edition (CPT-4) codes were used to differentiate resection and biopsy cohorts. Inverse weighting by the propensity score was used to balance baseline potential confounders (age, sex, pre-op seizure, geographic region, year, Charleston Comorbidity Index). Complication rates, hospital mortality, readmission, and costs were compared between groups.
ResultsWe identified 5,784 and 3,635 patients undergoing resection and biopsy, respectively, for initial DLGG management. Resection was associated with greater 30-day complications (29.17% vs. 26.34%; p Resection was not associated with an increase in the adjusted complication rate after balancing for baseline prognostic factors. Total costs and drug costs were higher with resection of DLGG, but the index procedure costs were higher for biopsy. This data should help to facilitate prospective health economic analyses in the future to understand the cost-effectiveness, and impact on quality of life, for DLGG interventions. However, the use of large national databases for studying long-term outcomes in DLGG management should be discouraged until there is greater specificity in the ICD coding system for DLGG subtypes.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fsurg.2023.1001741.s001（source: https://frontiersin.figshare.com/articles/dataset/Datasheet1_Early_costs_and_complications_of_first-line_low-grade_glioma_treatment_using_a_large_national_database_Limitations_and_future_perspectives_pdf/22002716）。