Data from: Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital
英国地区综合医院CT冠脉造影偶然发现及其对呼吸服务影响的数据集,包含CT影像和临床数据。

基本信息
资源简介
Data from: Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital
【一句话概览】
本数据集是 figshare 公开的影像数据集,收录 1 个文件、合计 15.19 KB,主题涵盖 Incidental Findings、Computed Tomographic Angiography、Lung nodule、Radiology and Organ Imaging,可用于医学图像分割、检测与分类模型的训练与评测,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Data from: Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital.》。源站首次发布:2020-07-22。
【数据内容】
源站原始描述:Data from: Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital. Some data could not be shared due to data protection rules such as age, date of imaging and date of birth
主表 Anonmynised data of Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital..csv 含 6 列、样本前 504 行结构完整。
【数据结构与技术规格】
文件数 1 个,合计 15.19 KB。Anonmynised data of Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital..csv:text/plain,15.19 KB。数据集 DOI:10.6084/m9.figshare.12600056.v2。
【主题与分类】
源站学科分类:Radiology and organ imaging。主题标签:Incidental Findings、Computed Tomographic Angiography、Lung nodule、Radiology and Organ Imaging。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。影像类数据可用于医学图像分析模型(检测、分割、分类)的训练与评测,也可用于标注质量与成像参数相关性的研究。
【获取与许可】
源站页面:https://figshare.com/articles/dataset/Data_from_Incidental_findings_on_computed_tomography_coronary_angiography_and_its_impact_on_respiratory_services_in_a_United_Kingdom_district_general_hospital_/12600056
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:B, Gurung; F D, Lesser; E, James; K, Nandakumar (2020). Data from: Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital.. figshare. Dataset
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Data from: Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital.
- DOI:10.6084/m9.figshare.12600056.v2
- 发布日期:2020-07-22
- 文件数:1 个
- 文件总体积:15.19 KB
- 源站页面:https://figshare.com/articles/dataset/Data_from_Incidental_findings_on_computed_tomography_coronary_angiography_and_its_impact_on_respiratory_services_in_a_United_Kingdom_district_general_hospital_/12600056
命令行下载
curl -L -o "Anonmynised data of Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital..csv" "https://ndownloader.figshare.com/files/24025568"
文件清单
Anonmynised data of Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital..csv(15.19 KB)
文件总体积 15.19 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
Data from: Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital.
Some data could not be shared due to data protection rules such as age, date of imaging and date of birth.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.12600056.v2(source: https://figshare.com/articles/dataset/Data_from_Incidental_findings_on_computed_tomography_coronary_angiography_and_its_impact_on_respiratory_services_in_a_United_Kingdom_district_general_hospital_/12600056)。
数据缺失?
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