MASLD护理衔接障碍及教育对不必要转诊影响的调查数据表1
包含869名医生关于MASLD管理障碍及7周教育干预对转诊行为影响的调查数据,以表格形式记录。

基本信息
资源简介
MASLD护理衔接障碍及教育对不必要转诊影响的调查数据表1
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 24.47 MB,主题涵盖 physicians、educational program、linkage to care、unmet need,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Data_Sheet_1_Barriers to care linkage and educational impact on unnecessary MASLD referrals.docx》。源站首次发布:2024-07-25。
【数据内容】
源站原始描述:BackgroundThe importance of primary care physicians (PCPs) in managing metabolic dysfunction-associated steatotic liver disease (MASLD) has increased. This study aimed to assess the effectiveness of an online educational program on MASLD among physicians. MethodsIn total, 869 physicians (72 physicians at referral centers and 797 PCPs) participated in this study. They completed an initial survey regarding their clinical practices for patients with MASLD, followed by a second online survey 8 weeks…
【数据结构与技术规格】
文件数 1 个,合计 24.47 MB。数据集 DOI:10.3389/fmed.2024.1407389.s001。
【主题与分类】
源站学科分类:Radiology and Organ Imaging、Foetal Development and Medicine、Obstetrics and Gynaecology、Primary Health Care、Medical and Health Sciences not elsewhere classified、Dermatology。主题标签:physicians、educational program、linkage to care、unmet need。
【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://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Barriers_to_care_linkage_and_educational_impact_on_unnecessary_MASLD_referrals_docx/26376181
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Lee, Jun-Hyuk; Yoon, Eileen Laurel; Oh, Ju Hyun; Kim, Kyunam; Ahn, Sang Bong; Jun, Dae Won (2024). Data_Sheet_1_Barriers to care linkage and educational impact on unnecessary MASLD referrals.docx. Frontiers. Dataset
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)
- 源站标题:Data_Sheet_1_Barriers to care linkage and educational impact on unnecessary MASLD referrals.docx
- DOI:10.3389/fmed.2024.1407389.s001
- 发布日期:2024-07-25
- 文件数:1 个
- 文件总体积:24.47 MB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Barriers_to_care_linkage_and_educational_impact_on_unnecessary_MASLD_referrals_docx/26376181
命令行下载
curl -L -o "Data_Sheet_1_Barriers to care linkage and educational impact on unnecessary MASLD referrals.docx" "https://ndownloader.figshare.com/files/47935693"
文件清单
Data_Sheet_1_Barriers to care linkage and educational impact on unnecessary MASLD referrals.docx(24.47 MB)
文件总体积 24.47 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
BackgroundThe importance of primary care physicians (PCPs) in managing metabolic dysfunction-associated steatotic liver disease (MASLD) has increased. This study aimed to assess the effectiveness of an online educational program on MASLD among physicians.
MethodsIn total, 869 physicians (72 physicians at referral centers and 797 PCPs) participated in this study. They completed an initial survey regarding their clinical practices for patients with MASLD, followed by a second online survey 8 weeks after receiving a series of seven weekly sets of educational materials on MASLD.
ResultsIn the baseline survey, most PCPs did not routinely evaluate the stage of hepatic fibrosis in MASLD; they typically initiated assessments based on elevated liver enzyme levels. Only a limited number of PCPs used vibration-controlled transient elastography. The main hurdles in managing MASLD were “the absence of a fee for patient education” for PCPs and “short consultation time” for referral-center physicians. In the follow-up survey, the percentage of liver fibrosis assessments using noninvasive tests increased from 7.0 to 11.2%. Additionally, evaluations for cardiovascular disease increased from 3.9 to 8.2%, and the risk of ischemic stroke increased from 13.7 to 16.9%. The percentage of immediate referrals of patients to specialists after an MASLD diagnosis decreased from 15.4 to 12.3%.
ConclusionThe discrepancies in management strategies and viewpoints regarding MASLD between PCPs and referral-center physicians can hinder efforts to mitigate the disease burden. Increasing awareness among PCPs regarding MASLD through a 7-week education program led to a reduction in unnecessary referral rates and an increase in cardiovascular evaluations.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fmed.2024.1407389.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Barriers_to_care_linkage_and_educational_impact_on_unnecessary_MASLD_referrals_docx/26376181)。
数据缺失?
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