支气管内超声：一种辅助诊断胸部疾病的微创技术

数据集获取（Figshare）

• 源站标题：Endobronchial ultrasound: a minimally invasive technology to assist diagnosis of thoracic diseases
• DOI：10.6084/m9.figshare.9796340.v1
• 发布日期：2019-09-11
• 文件数：6 个
• 文件总体积：596.61 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Endobronchial_ultrasound_a_minimally_invasive_technology_to_assist_diagnosis_of_thoracic_diseases/9796340

命令行下载

curl -L -o "2317-6385-eins-17-03-eMD4921-gf01.jpg" "https://ndownloader.figshare.com/files/17579114"
curl -L -o "2317-6385-eins-17-03-eMD4921-gf02.jpg" "https://ndownloader.figshare.com/files/17579117"
curl -L -o "2317-6385-eins-17-03-eMD4921-gf03.jpg" "https://ndownloader.figshare.com/files/17579123"
curl -L -o "2317-6385-eins-17-03-eMD4921-gf04.jpg" "https://ndownloader.figshare.com/files/17579132"
curl -L -o "2317-6385-eins-17-03-eMD4921-gf05.jpg" "https://ndownloader.figshare.com/files/17579138"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/17579150"

文件清单

• 2317-6385-eins-17-03-eMD4921-gf01.jpg（143.20 KB）
• 2317-6385-eins-17-03-eMD4921-gf02.jpg（76.31 KB）
• 2317-6385-eins-17-03-eMD4921-gf03.jpg（98.77 KB）
• 2317-6385-eins-17-03-eMD4921-gf04.jpg（99.67 KB）
• 2317-6385-eins-17-03-eMD4921-gf05.jpg（173.02 KB）
• Table_1.xls（5.63 KB）

文件总体积 596.61 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 The endobronchial ultrasound is a minimally invasive technique that simultaneously associates ultrasound and bronchoscopy, to visualize lung nodule or masses, airway wall, and structures adjacent to the tracheobronchial tree. Endobronchial ultrasound has been incorporated into clinical practice all over the world because of its low risk and high diagnostic yield in neoplastic and non-neoplastic disease.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.9796340.v1（source: https://scielo.figshare.com/articles/dataset/Endobronchial_ultrasound_a_minimally_invasive_technology_to_assist_diagnosis_of_thoracic_diseases/9796340）。