哥伦比亚机器人心脏手术：克服中等收入环境的挑战

数据集获取（Figshare）

• 源站标题：Robotic Cardiac Surgery in Colombia: Overcoming the Challenges of a Middle-income Setting
• DOI：10.6084/m9.figshare.14281868.v1
• 发布日期：2021-03-24
• 文件数：4 个
• 文件总体积：919.02 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Robotic_Cardiac_Surgery_in_Colombia_Overcoming_the_Challenges_of_a_Middle-income_Setting/14281868

命令行下载

curl -L -o "0102-7638-rbccv-35-06-0990-gf01.jpg" "https://ndownloader.figshare.com/files/27118271"
curl -L -o "0102-7638-rbccv-35-06-0990-gf02.jpg" "https://ndownloader.figshare.com/files/27118274"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27118277"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27118280"

文件清单

• 0102-7638-rbccv-35-06-0990-gf01.jpg（426.83 KB）
• 0102-7638-rbccv-35-06-0990-gf02.jpg（480.93 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（5.63 KB）

文件总体积 919.02 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 In developing countries, limited resources and low health budgets result in slow developments in the field of cardiac surgery. As a consequence, advances in surgery become a challenging process. In Colombia, most institutions do not have the capacity or infrastructure for minimally invasive and video-assisted cardiac surgery, let alone robotic assisted cardiac surgery (RACS). Despite the challenges, efforts to overcome these hurdles are critical for the future of cardiac surgery in low-income settings. Here we describe the first cases of robotic cardiac surgeries performed in Colombia.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14281868.v1（source: https://scielo.figshare.com/articles/dataset/Robotic_Cardiac_Surgery_in_Colombia_Overcoming_the_Challenges_of_a_Middle-income_Setting/14281868）。