北卡罗来纳中部镰状细胞病患者护理的障碍与促进因素数据集(急诊科提供者视角)

北卡罗来纳中部急诊科提供者关于镰状细胞病患者护理障碍与促进因素的调查和焦点小组数据。

Figshare
2019-05-07 更新
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文本、表格3 focus groupsNHLBI SCD recommendationsSCD care protocolsNorth CarolinaNCED providersConclusion SCD carepain crisisfocus groups
Barriers and facilitators to care for individuals with sickle cell disease in central North Carolina: The emergency department providers’ perspective

基本信息

模态
文本、表格
大小
0.001254186 GB
许可
CC BY 4.0
创建/更新时间
2019-05-07
版本
v1

资源简介

北卡罗来纳中部镰状细胞病患者护理的障碍与促进因素数据集(急诊科提供者视角)

【数据集背景】

本数据集源站标题为《Barriers and facilitators to care for individuals with sickle cell disease in central North Carolina: The emergency department providers’ perspective》。配套论文《Barriers and facilitators to care for individuals with sickle cell disease in central North Carolina: The emergency department providers’ perspective》发表于 PLOS ONE(2019),DOI:10.1371/journal.pone.0216414。源站首次发布:2019-05-07。

【数据内容】

源站原始描述:Background Sickle cell disease (SCD) is an inherited blood disorder associated with acute pain crisis and other complications that lead to frequent emergency department (ED) visits. To improve outcomes, the National Heart, Lung and Blood Institute (NHLBI) published recommendations for management of acute pain crisis. NHLBI also funded eight centers across the United States to participate in the Sickle Cell Disease Implementation Consortium. This six-year effort consists of two phases. Phase one…

【数据结构与技术规格】

文件数 2 个,合计 1.25 MB。pone.0216414.s001.pdf:application/pdf,665.58 KB。pone.0216414.s002.pdf:application/pdf,588.61 KB。数据集 DOI:10.1371/journal.pone.0216414。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Ecology、Cancer、Infectious Diseases。主题标签:3 focus groups、NHLBI SCD recommendations、SCD care protocols、North Carolina、NC、ED providers、Sickle Cell Disease Implementation Consortium、Conclusion SCD care、pain crisis、focus groups。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Barriers_and_facilitators_to_care_for_individuals_with_sickle_cell_disease_in_central_North_Carolina_The_emergency_department_providers_perspective/8090600

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Masese, Rita Vanessa; Bulgin, Dominique; Douglas, Christian; Shah, Nirmish; Tanabe, Paula (2019). Barriers and facilitators to care for individuals with sickle cell disease in central North Carolina: The emergency department providers’ perspective. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-04,引用时请注意版本时效。

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

免登录

有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "pone.0216414.s001.pdf" "https://ndownloader.figshare.com/files/15089396"
curl -L -o "pone.0216414.s002.pdf" "https://ndownloader.figshare.com/files/15089402"

文件清单

  • pone.0216414.s001.pdf(665.58 KB)
  • pone.0216414.s002.pdf(588.61 KB)

文件总体积 1.25 MB(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
Sickle cell disease (SCD) is an inherited blood disorder associated with acute pain crisis and other complications that lead to frequent emergency department (ED) visits. To improve outcomes, the National Heart, Lung and Blood Institute (NHLBI) published recommendations for management of acute pain crisis. NHLBI also funded eight centers across the United States to participate in the Sickle Cell Disease Implementation Consortium. This six-year effort consists of two phases. Phase one involved conducting needs assessments of barriers and facilitators to SCD care. The aim of this study was to describe challenges and facilitators to caring for SCD from the perspective of ED providers in central North Carolina (NC).
Methods and findings
We conducted a needs assessment survey with ED providers throughout NC. We also conducted focus groups and an interview with ED providers from three healthcare facilities in central NC. One hundred and eleven surveys (60.6% physicians, 26% registered nurses, 13.5% physician assistants) were completed and 13 providers participated in 3 focus groups and 1 interview. Slightly more than half (50. 4%) utilized individualized dosing protocols to treat sickle cell pain. Only 32.4% of the providers were aware of the NHLBI SCD recommendations. Barriers to care from the survey included: patient behavior (67.57%), the opioid epidemic (67.57%), overcrowding (64.86%), and concern about addiction (49.55%). Perceived barriers to care identified in the focus groups and interview included: high patient volumes, lack of SCD care protocols, poor communication among providers and stigma. Facilitators to care included: individualized pain plans, comfort prescribing opioids and electronic medical records.
Conclusion
SCD care is influenced by many factors. Our results illuminate the need for increased use of the NHLBI SCD recommendations, individualized pain protocols, and use of electronic medical records and other care-interventions, specifically geared towards improving provider knowledge and mitigating provider bias.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0216414(source: https://plos.figshare.com/articles/dataset/Barriers_and_facilitators_to_care_for_individuals_with_sickle_cell_disease_in_central_North_Carolina_The_emergency_department_providers_perspective/8090600)。

数据缺失?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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