结肠镜腺瘤检出率改进的内镜技术数据集

数据集获取（Figshare）

• 源站标题：Erratum: Endoscopic Improvement of the Adenoma Detection Rate during Colonoscopy - Where Do We Stand in 2015?
• DOI：10.6084/m9.figshare.5241904.v1
• 发布日期：2017-07-25
• 文件数：1 个
• 文件总体积：60.69 KB
• 源站页面：https://karger.figshare.com/articles/dataset/Erratum_Endoscopic_Improvement_of_the_Adenoma_Detection_Rate_during_Colonoscopy_-_Where_Do_We_Stand_in_2015_/5241904

命令行下载

curl -L -o "000442464_sm_Erratum.PDF" "https://ndownloader.figshare.com/files/8956639"

文件清单

• 000442464_sm_Erratum.PDF（60.69 KB）

文件总体积 60.69 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

Background: The presence of colorectal adenomas is considered a major risk factor for colorectal cancer development. The implementation of screening colonoscopy programs in the Western world has led to a substantial reduction of colorectal cancer death. Many efforts have been made to reduce the adenoma miss rates by the application of new endoscopic devices and techniques for better adenoma visualization. Summary: This special review gives the readership an overview of current endoscopic innovations that can aid in the increase of the adenoma detection rate (ADR) during colonoscopy. These innovations include the use of devices like EndoCuff® and EndoRings® as well as new technical equipment like third-eye endoscope® and full-spectrum endoscopy (FUSE®). Key Message: Technical improvements and newly developed accessories are able to improve the ADR. However, additional costs and a willingness to invest into potentially expensive equipment might be necessary. Investigator-dependent skills remain the backbone in the ADR detection.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.5241904.v1（source: https://karger.figshare.com/articles/dataset/Erratum_Endoscopic_Improvement_of_the_Adenoma_Detection_Rate_during_Colonoscopy_-_Where_Do_We_Stand_in_2015_/5241904）。