多发性硬化症护理模式调查：加拿大健康提供者数据表1

数据集获取（Figshare）

• 源站标题：Data_Sheet_1_Models of Care in Multiple Sclerosis: A Survey of Canadian Health Providers.PDF
• DOI：10.3389/fneur.2022.904757.s001
• 发布日期：2022-05-20
• 文件数：1 个
• 文件总体积：125.40 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Models_of_Care_in_Multiple_Sclerosis_A_Survey_of_Canadian_Health_Providers_PDF/19800832

命令行下载

curl -L -o "Data_Sheet_1_Models of Care in Multiple Sclerosis: A Survey of Canadian Health Providers.PDF" "https://ndownloader.figshare.com/files/35186683"

文件清单

• Data_Sheet_1_Models of Care in Multiple Sclerosis: A Survey of Canadian Health Providers.PDF（125.40 KB）

文件总体积 125.40 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

ObjectiveLittle work has evaluated integrated models of care in multiple sclerosis (MS) and the composition of MS care teams across Canada is largely unknown. We aimed to gather information regarding existing models of MS care across Canada, and to assess the perceptions of health care providers (HCPs) regarding the models of care required to fully meet the needs of the person with MS.
MethodsWe conducted an anonymous online survey targeting Canadian HCPs working in MS Clinics, and neurologists delivering MS care whether or not they were based in an MS Clinic. We queried the types of HCPs delivering care within formal MS Clinics, wait times for HCPs, the perceived importance of different types of HCPs for good quality care, assessments conducted, and whether clinic databases were used. We summarized survey responses using descriptive statistics.
ResultsOf the 716 HCPs to whom the survey was distributed, 100 (13.9%) people responded. Of the 100 respondents, 85 (85%) indicated that their clinical practice included people with MS and responded to specific questions about clinical care. The most common types of providers within MS Clinics with integrated models of care were neurologists and MS nurses. Of 23 responding MS Clinics, 10 (43.5%) indicated that there were not enough neurologists, and 16 (69.6%) indicated that there were not enough non-neurologist HCPs to provide adequate care. More than 50% of clinics reported wait times exceeding 3 months for physiatrists, physiotherapists, psychiatrists, psychologists, neuropsychologists and urologists; in some clinics wait times for these providers exceeded 1 year. Multiple disciplines were identified as important or very important for delivering good quality MS care. Over 90% of respondents thought it was important for neurologists, nurse practitioners, MS nurses and psychiatrists to be co-located within MS Clinics.
ConclusionCanadian HCPs viewed the ideal MS service as being multidisciplinary in nature and ideally integrated. Efforts are needed to improve timely access to specialized MS care in Canada, and to evaluate how outcomes are influenced by access to care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fneur.2022.904757.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Models_of_Care_in_Multiple_Sclerosis_A_Survey_of_Canadian_Health_Providers_PDF/19800832）。