全科医生对疑似社区获得性肺炎患者进行肺部超声检查的能力与发现评估数据集

数据集获取（Figshare）

• 源站标题：Evaluating general practitioners’ focused lung ultrasound competence and findings in patients with suspected community-acquired pneumonia in general practice
• DOI：10.6084/m9.figshare.28108243.v1
• 发布日期：2024-12-30
• 文件数：3 个
• 文件总体积：70.00 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/Evaluating_general_practitioners_focused_lung_ultrasound_competence_and_findings_in_patients_with_suspected_community-acquired_pneumonia_in_general_practice/28108243

命令行下载

curl -L -o "ipri_a_2447083_sm8182.docx" "https://ndownloader.figshare.com/files/51417226"
curl -L -o "ipri_a_2447083_sm8181.docx" "https://ndownloader.figshare.com/files/51417229"
curl -L -o "ipri_a_2447083_sm8180.docx" "https://ndownloader.figshare.com/files/51417232"

文件清单

• ipri_a_2447083_sm8182.docx（24.03 KB）
• ipri_a_2447083_sm8181.docx（24.83 KB）
• ipri_a_2447083_sm8180.docx（21.14 KB）

文件总体积 70.00 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

To evaluate general practitioners’ (GPs’) ability to perform focused lung ultrasound (FLUS) following a training program and assess FLUS feasibility in general practice. Also, to describe FLUS findings and evaluate GPs’ ability to interpret these in adults with acute lower respiratory tract infection (LRTI) when pneumonia is suspected and assess GPs’ perception of FLUS impact.
Nine GPs, using point-of-care ultrasound, completed a FLUS training program. Adults (≥ 18 years) with acute cough (Of 91 patients included, FLUS image quality was acceptable or higher in 84 patients (92.4%). FLUS proved feasible with only two scans not completed. The GPs reported FLUS pathological findings in 51.7% of patients in 78% agreement with the Specialist Reference and Cohen’s kappa 0.56. Focal B-lines represented the most frequent pathological findings. The GPs perceived that FLUS impacted change in tentative diagnosis and/or plans for treatment and/or visitation in 29 (32.0%) of patients.
After the training, the GPs performed FLUS well. Interpretation of FLUS pathology presence was of moderate agreement. The GPs perceived that FLUS had impact on patient management.
ClinicalTrials.gov NCT04711031

This study found that GPs who were already point-of-care ultrasound users, performed FLUS well following a training program.
The GPs interpreted presence of pathological findings in about half of patients (51.7%) presenting with symptoms of an acute LRTI, where the GP suspected pneumonia, this in in moderate agreement with FLUS specialists (Cohen’s kappa 0.56).
The GPs perceived that FLUS impacted change in the tentative diagnosis and/or plans for treatment and/or visitation in 32% of patients.

This study found that GPs who were already point-of-care ultrasound users, performed FLUS well following a training program.
The GPs interpreted presence of pathological findings in about half of patients (51.7%) presenting with symptoms of an acute LRTI, where the GP suspected pneumonia, this in in moderate agreement with FLUS specialists (Cohen’s kappa 0.56).
The GPs perceived that FLUS impacted change in the tentative diagnosis and/or plans for treatment and/or visitation in 32% of pati

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.28108243.v1（source: https://tandf.figshare.com/articles/dataset/Evaluating_general_practitioners_focused_lung_ultrasound_competence_and_findings_in_patients_with_suspected_community-acquired_pneumonia_in_general_practice/28108243）。