eardrum.zip鼓膜图像数据

数据集获取（Figshare）

• 源站标题：eardrum.zip
• DOI：10.6084/m9.figshare.13648166.v1
• 发布日期：2021-01-27
• 文件数：1 个
• 文件总体积：57.17 MB
• 源站页面：https://figshare.com/articles/dataset/eardrum_zip/13648166

命令行下载

curl -L -o "eardrum.zip" "https://ndownloader.figshare.com/files/26200970"

文件清单

• eardrum.zip（57.17 MB）

文件总体积 57.17 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

The information about the eardrum database
This database consists of totally 282 otoscope images collected from the eligible patients who were examined at Van Akdamar Hospital in Turkey between 10/2018 and 1/2019. The patients included 178 males and 104 females, aged between 2 and 71 years. The demographic information of the eardrum data set can be found in the related paper.

• The resolution of the images in the eardrum database is 500-by-500 pixels.
• The number of normal samples is 154.
• The number of abnormal samples is 128. - The number of AOM is 69.
• The number of Earwax is 21.
• The number of miringoskleroz is 4.
• The number of tympanostomy tubes is 2.
• The number of CSOM is 14.
• The number of otitis externa is 18.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.13648166.v1（source: https://figshare.com/articles/dataset/eardrum_zip/13648166）。