影响癌症幸存者护理计划交付的因素：一项全国性护理模式研究

数据集获取（Figshare）

• 源站标题：Table_1_Factors Influencing Delivery of Cancer Survivorship Care Plans: A National Patterns of Care Study.xlsx
• DOI：10.3389/fonc.2019.01577.s001
• 发布日期：2020-01-31
• 文件数：1 个
• 文件总体积：11.09 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Table_1_Factors_Influencing_Delivery_of_Cancer_Survivorship_Care_Plans_A_National_Patterns_of_Care_Study_xlsx/11775303

命令行下载

curl -L -o "Table_1_Factors Influencing Delivery of Cancer Survivorship Care Plans: A National Patterns of Care Study.xlsx" "https://ndownloader.figshare.com/files/21490245"

文件清单

• Table_1_Factors Influencing Delivery of Cancer Survivorship Care Plans: A National Patterns of Care Study.xlsx（11.09 KB）

文件总体积 11.09 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

Nearly half of all Americans will develop cancer at least once in their lifetime. Through improved screening and treatments, the number of cancer survivors is reaching all-time highs. However, survivorship care plans (SCPs) are inconsistently used, denying many survivors access to critical information. This study used 46,408 SCPs generated from 2007 to 2016 and applied machine learning to identify predictors of SCP creation, including cancer type, type of physician, and healthcare center where they received care, as well as regional variations in care plan creation. Identifying these disparities in SCP use is a critical first step in efforts toward expanding access to survivorship care planning. Using a convenience sample of survivors, it is possible to model the factors that predict generation of SCPs either by the survivor or by a healthcare provider. This study identifies several important disparities both survivor intrinsic such as cancer type, as well as treatment associated and geographic differences in SCP generation. Identifying these disparities at the national level across cancer types will allow for more targeted recommendations to improve SCP creation and dissemination in underserved groups.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fonc.2019.01577.s001（source: https://frontiersin.figshare.com/articles/dataset/Table_1_Factors_Influencing_Delivery_of_Cancer_Survivorship_Care_Plans_A_National_Patterns_of_Care_Study_xlsx/11775303）。