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。

figsharefigshare
DataCite Commons
2020-08-25 更新
浏览 14
医学影像、表格分类Incidental FindingsComputed Tomographic AngiographyLung noduleRadiology and Organ Imaging
Data from: Incidental findings on computed tomography coronary angiography and its impact on respiratory services in a United Kingdom district general hospital

基本信息

模态
医学影像、表格
大小
0.000015185 GB
任务类型
分类
许可
CC BY 4.0
创建/更新时间
2020-08-25
版本
v2

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

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

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)

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?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

获取专属数据定制方案