表2_西西里神经康复需求供应枢纽-辐条模型对住院率和患者流动性的影响

数据集获取（Figshare）

• 源站标题：Table_2_A hub and spoke model to supply the Sicilian neurorehabilitation demand: effects on hospitalization rates and patient mobility.docx
• DOI：10.3389/fpubh.2024.1349211.s002
• 发布日期：2024-03-20
• 文件数：1 个
• 文件总体积：16.17 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Table_2_A_hub_and_spoke_model_to_supply_the_Sicilian_neurorehabilitation_demand_effects_on_hospitalization_rates_and_patient_mobility_docx/25440538

命令行下载

curl -L -o "Table_2_A hub and spoke model to supply the Sicilian neurorehabilitation demand: effects on hospitalization rates and patient mobility.docx" "https://ndownloader.figshare.com/files/45145405"

文件清单

• Table_2_A hub and spoke model to supply the Sicilian neurorehabilitation demand: effects on hospitalization rates and patient mobility.docx（16.17 KB）

文件总体积 16.17 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

IntroductionCerebrovascular diseases in Sicily have led to high mortality and healthcare challenges, with a notable gap between healthcare demand and supply. The mobility of patients seeking care, both within and outside Sicily, has economic and organizational impacts on the healthcare system. The Hub and Spoke model implemented by the IRCCS Centro Neurolesi “Bonino-Pulejo” of Messina aims to distribute advanced neurorehabilitation services throughout Sicily, potentially reducing health mobility and improving service accessibility.
MethodsThe evaluation was based on calculating hospitalization rates, examining patient mobility across Sicilian provinces, and assessing the financial implications of neurorehabilitation admissions. Data from 2016 to 2018, covering the period before and after the implementation of the Hub and Spoke network, were analyzed to understand the changes brought about by this model.
ResultsThe analysis revealed a significant increase in hospitalization rates for neurorehabilitation in the Sicilian provinces where spokes were established. This increase coincided with a marked decrease in interregional health mobility, indicating that patients were able to receive high-quality care closer to their residences. Furthermore, there was a decrease in both intra-regional and inter-regional escape rates in provinces within the Hub and Spoke network, demonstrating the network’s efficacy in improving accessibility and quality of healthcare services.
DiscussionThe implementation of the Hub and Spoke network substantially improved neurorehabilitation healthcare in Sicily, enhancing both accessibility and quality of care for patients. The network’s establishment led to a more efficient utilization of healthcare resources and balanced distribution of services. These advancements are vital steps toward equitable and effective healthcare delivery in Sicily.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fpubh.2024.1349211.s002（source: https://frontiersin.figshare.com/articles/dataset/Table_2_A_hub_and_spoke_model_to_supply_the_Sicilian_neurorehabilitation_demand_effects_on_hospitalization_rates_and_patient_mobility_docx/25440538）。