SB-TNA工具技能与领域索引

数据集获取（Figshare）

• 源站标题：Index of SB-TNA Tool skills and domains.
• DOI：10.1371/journal.pntd.0012778.s003
• 发布日期：2025-01-08
• 文件数：1 个
• 文件总体积：13.21 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Index_of_SB-TNA_Tool_skills_and_domains_/28168974

命令行下载

curl -L -o "pntd.0012778.s003.xlsx" "https://ndownloader.figshare.com/files/51554157"

文件清单

• pntd.0012778.s003.xlsx（13.21 KB）

文件总体积 13.21 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

A considerable number of patients present to hospitals in Eswatini each year following bites by venomous snakes. Effectively diagnosing and treating patients with snakebite envenoming requires healthcare workers to have a variety of generic and snakebite-specific medical skills. In several countries, however, healthcare workers have been found to have limited skills in managing snakebite patients. We used the Delphi method to adapt the Hennessy-Hicks training needs analysis questionnaire to the context of snakebite envenoming and subsequently used the adapted questionnaire to assess the self-perceived training needs of 90 healthcare workers from ten hospitals in Eswatini. Two-thirds (63%) of participants were nursing staff and one third (34%) medical doctors. Overall, 74% of healthcare workers had previously received training on snakebite. Although a training need was reported for all skills included in the survey, the extent of the training need varied between different skills and groups of healthcare workers. The highest average training need was registered in the domains ‘research and audit’ and ‘clinical tasks’ with the latter accounting for nine of the ten skills with the highest training need. Nurses reported a higher training need than doctors, especially for clinical tasks. Receiving snakebite training before as well as after obtaining the primary qualification was associated with the lowest average training need, particularly in clinical skills. Ninety-three percent of interviewed healthcare workers would welcome more frequent training opportunities on the clinical management of snakebite patients. This newly developed snakebite training needs analysis tool can aid in adapting training initiatives to a dynamic and evolving healthcare workforce and it is designed to be transferrable to snakebite endemic settings worldwide.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pntd.0012778.s003（source: https://plos.figshare.com/articles/dataset/Index_of_SB-TNA_Tool_skills_and_domains_/28168974）。