SPC使用多变量分析（n=11,689）

数据集获取（Figshare）

• 源站标题：Multivariate analysis of SPC use (n = 11,689).
• DOI：10.1371/journal.pone.0313732.t003
• 发布日期：2025-01-13
• 文件数：1 个
• 文件总体积：5.63 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Multivariate_analysis_of_SPC_use_n_11_689_/28197371

命令行下载

curl -L -o "Table 3.xls" "https://ndownloader.figshare.com/files/51649868"

文件清单

• Table 3.xls（5.63 KB）

文件总体积 5.63 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
Rigorous population-based assessments of the use of specialty palliative care (SPC) in the US are rare.
Settings/subjects
This study examined SPC use among cancer patients in a mid-sized metropolitan area in Southeast US.
Measurements
In this cancer decedent cohort study, data were acquired and linked from the state-wide cancer registry; state-wide hospital discharge dataset; and local SPC providers.
Results
12,030 individuals with cancer were included in this study; only 2,958 (24.6%) used SPC. Of the 9,072 persons who did not use SPC, 3,877 (42.7%) went only to hospitals that did not offer SPC; and 3,517 (38.8%) went to hospitals that offered SPC but did not use it. About half of SPC recipients (1493; 50.5%) first received SPC in the final 30 days of life, including 768 (26.0%) in the final week of life. Characteristics associated with using SPC use included being in an socio-economic status quintile other than the lowest; being younger; being Black; having a solid (versus hematological) cancer; having a shorter survival with cancer; dying in the latter two years of the study; being from an area of low or complete rurality; having a hospital admission in the final 60 days prior to initiation of PC or death; having more days in hospital; and living within 15 miles of a hospital offering SPC.
Conclusions
In this population-based study, only one-quarter of cancer patients used SPC, and for half who did so, it came in the final 30 days of life.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0313732.t003（source: https://plos.figshare.com/articles/dataset/Multivariate_analysis_of_SPC_use_n_11_689_/28197371）。