皮肤辐射综合征的重建剂量学

数据集获取（Figshare）

• 源站标题：Reconstructive dosimetry for cutaneous radiation syndrome
• DOI：10.6084/m9.figshare.7899062.v1
• 发布日期：2019-03-27
• 文件数：3 个
• 文件总体积：73.12 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Reconstructive_dosimetry_for_cutaneous_radiation_syndrome/7899062

命令行下载

curl -L -o "1414-431X-bjmbr-00-00-4337-g001.jpg" "https://ndownloader.figshare.com/files/14711816"
curl -L -o "1414-431X-bjmbr-00-00-4337-g002.jpg" "https://ndownloader.figshare.com/files/14711819"
curl -L -o "1414-431X-bjmbr-00-00-4337-g003.jpg" "https://ndownloader.figshare.com/files/14711822"

文件清单

• 1414-431X-bjmbr-00-00-4337-g001.jpg（26.77 KB）
• 1414-431X-bjmbr-00-00-4337-g002.jpg（16.08 KB）
• 1414-431X-bjmbr-00-00-4337-g003.jpg（30.27 KB）

文件总体积 73.12 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

According to the International Atomic Energy Agency (IAEA), a relatively significant number of radiological accidents have occurred in recent years mainly because of the practices referred to as potentially high-risk activities, such as radiotherapy, large irradiators and industrial radiography, especially in gammagraphy assays. In some instances, severe injuries have occurred in exposed persons due to high radiation doses. In industrial radiography, 80 cases involving a total of 120 radiation workers, 110 members of the public including 12 deaths have been recorded up to 2014. Radiological accidents in industrial practices in Brazil have mainly resulted in development of cutaneous radiation syndrome (CRS) in hands and fingers. Brazilian data include 5 serious cases related to industrial gammagraphy, affecting 7 radiation workers and 19 members of the public; however, none of them were fatal. Some methods of reconstructive dosimetry have been used to estimate the radiation dose to assist in prescribing medical treatment. The type and development of cutaneous manifestations in the exposed areas of a person is the first achievable gross dose estimation. This review article presents the state-of-the-art reconstructive dosimetry methods enabling estimation of local radiation doses and provides guidelines for medical handling of the exposed individuals. The review also presents the Chilean and Brazilian radiological accident cases to highlight the importance of reconstructive dosimetry.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7899062.v1（source: https://scielo.figshare.com/articles/dataset/Reconstructive_dosimetry_for_cutaneous_radiation_syndrome/7899062）。