分享脑卒中患者的电阻抗断层扫描和神经影像数据

数据集获取（Figshare）

• 源站标题：Sharing Electrical Impedance Tomography and neuroimaging data from stroke patients
• DOI：10.6084/m9.figshare.7571105.v1
• 发布日期：2019-01-14
• 文件数：3 个
• 文件总体积：1.31 GB
• 源站页面：https://figshare.com/articles/dataset/Sharing_Electrical_Impedance_Tomography_and_neuroimaging_data_from_stroke_patients/7571105

命令行下载

curl -L -o "JamesAverySciData2018.pdf" "https://ndownloader.figshare.com/files/14065655"
curl -L -o "sharingelectricalimpedancetomography-scribe.jpg" "https://ndownloader.figshare.com/files/14066255"
curl -L -o "James Avery lightning talk.mp4" "https://ndownloader.figshare.com/files/14066699"

文件清单

• JamesAverySciData2018.pdf（3.33 MB）
• sharingelectricalimpedancetomography-scribe.jpg（729.32 KB）
• James Avery lightning talk.mp4（1.30 GB）

文件总体积 1.31 GB（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

20 minute lightning talk presentation given by James Avery, from Imperial University, (formerly at University College London), at the Better Science through Better Data 2018 event. The video recording, slides and scribe are included.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7571105.v1（source: https://figshare.com/articles/dataset/Sharing_Electrical_Impedance_Tomography_and_neuroimaging_data_from_stroke_patients/7571105）。