ID-Migraine问卷与偏头痛诊断

数据集获取（Figshare）

• 源站标题：ID-Migraine™ questionnaire and accurate diagnosis of migraine
• DOI：10.6084/m9.figshare.5645110.v1
• 发布日期：2017-11-29
• 文件数：4 个
• 文件总体积：387.97 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/ID-Migraine_questionnaire_and_accurate_diagnosis_of_migraine/5645110

命令行下载

curl -L -o "0004-282X-anp-75-07-0446-gf01.jpg" "https://ndownloader.figshare.com/files/9841099"
curl -L -o "0004-282X-anp-75-07-0446-gf02.jpg" "https://ndownloader.figshare.com/files/9841102"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/9841105"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/9841108"

文件清单

• 0004-282X-anp-75-07-0446-gf01.jpg（195.46 KB）
• 0004-282X-anp-75-07-0446-gf02.jpg（181.25 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（5.63 KB）

文件总体积 387.97 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

ABSTRACT Objective To analyze the applicability of the Portuguese version of ID-MigraineTM in a sample of Brazilian patients. Methods Patients with headache were recruited from the neurology outpatient clinic of a tertiary hospital and submitted to the ID-MigraineTM questionnaire. The diagnosis of headache was made according to the ICHD-2 criteria. Results Of the 232 patients, 86% had migraine. The questionnaire showed a sensitivity of 92% (95%CI, 88% to 95%), specificity of 60% (95%CI, 43% to 77%) and a positive predictive value of 93% (95%CI, 89% to 96%). Discussion Our results were similar to other international studies of the ID-MigraineTM application. The Portuguese version is considered easy to use, and an appropriate screening tool for migraine diagnosis in our sample. Conclusion Considering the characteristics of our health system, we can infer that this questionnaire would be beneficial in a Brazilian primary care setting; however, more studies are necessary.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.5645110.v1（source: https://scielo.figshare.com/articles/dataset/ID-Migraine_questionnaire_and_accurate_diagnosis_of_migraine/5645110）。