巴西成人先天性心脏病门诊12年经验描述性分析数据集
巴西成人先天性心脏病门诊12年回顾性研究,包括1168名患者的临床表格数据,描述疾病特征与转诊模式。

基本信息
资源简介
巴西成人先天性心脏病门诊12年经验描述性分析数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 10 个文件、合计 946.94 KB,主题涵盖 Heart Septal Defects,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Adult Congenital Heart Disease Outpatient Clinic. Descriptive Analysis of A 12-Year Experience in Brazil》。配套论文《Adult Congenital Heart Disease Outpatient Clinic. Descriptive Analysis of A 12-Year Experience in Brazil》发表于 Brazilian Journal of Cardiovascular Surgery(2020),DOI:10.21470/1678-9741-2019-0047。源站首次发布:2021-03-24。
【数据内容】
源站原始描述:Abstract Objective: Description of adult congenital heart disease (CHD) outpatient characteristics has not been reported and several aspects regarding these patients require attention. We describe the 12-year experience of a Brazilian unit. Methods: The main characteristics of 1168 patients were reviewed annotating for each patient age, gender, city of residence, main diagnosis, functional class at last examination, defect complexity and in-hospital referral pattern. Results: Increasing workload…
【数据结构与技术规格】
文件数 10 个,合计 946.94 KB。数据集 DOI:10.6084/m9.figshare.14281639.v1。
【主题与分类】
源站学科分类:Cardiology、Surgery。主题标签:Heart Septal Defects。
【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。
【获取与许可】
源站页面:https://scielo.figshare.com/articles/dataset/Adult_Congenital_Heart_Disease_Outpatient_Clinic_Descriptive_Analysis_of_A_12-Year_Experience_in_Brazil/14281639
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Amaral, Fernando; Manso, Paulo Henrique; Jacob, Maria Fernanda Balthazar; Schmidt, André (2020). Adult Congenital Heart Disease Outpatient Clinic. Descriptive Analysis of A 12-Year Experience in Brazil. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-06-01,引用时请注意版本时效。
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:Adult Congenital Heart Disease Outpatient Clinic. Descriptive Analysis of A 12-Year Experience in Brazil
- DOI:10.6084/m9.figshare.14281639.v1
- 发布日期:2021-03-24
- 文件数:10 个
- 文件总体积:946.94 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Adult_Congenital_Heart_Disease_Outpatient_Clinic_Descriptive_Analysis_of_A_12-Year_Experience_in_Brazil/14281639
命令行下载
curl -L -o "0102-7638-rbccv-2019-0047-gf01.jpg" "https://ndownloader.figshare.com/files/27116614"
curl -L -o "0102-7638-rbccv-2019-0047-gf02.jpg" "https://ndownloader.figshare.com/files/27116620"
curl -L -o "0102-7638-rbccv-2019-0047-gf03.jpg" "https://ndownloader.figshare.com/files/27116626"
curl -L -o "0102-7638-rbccv-2019-0047-gf04.jpg" "https://ndownloader.figshare.com/files/27116632"
curl -L -o "0102-7638-rbccv-2019-0047-gf05.jpg" "https://ndownloader.figshare.com/files/27116638"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27116641"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27116644"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/27116647"
文件清单
0102-7638-rbccv-2019-0047-gf01.jpg(192.74 KB)0102-7638-rbccv-2019-0047-gf02.jpg(171.74 KB)0102-7638-rbccv-2019-0047-gf03.jpg(151.52 KB)0102-7638-rbccv-2019-0047-gf04.jpg(206.78 KB)0102-7638-rbccv-2019-0047-gf05.jpg(183.72 KB)Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)Table_3.xls(9.73 KB)Table_4.xls(13.82 KB)Table_5.xls(5.63 KB)
文件总体积 946.94 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 Objective: Description of adult congenital heart disease (CHD) outpatient characteristics has not been reported and several aspects regarding these patients require attention. We describe the 12-year experience of a Brazilian unit. Methods: The main characteristics of 1168 patients were reviewed annotating for each patient age, gender, city of residence, main diagnosis, functional class at last examination, defect complexity and in-hospital referral pattern. Results: Increasing workload was documented. Among the CHD patients, 663 (57%) were between 14 and 30 years old and 920 (79%) lived in the referral region. Referrals were made by hospital cardiologists for 611 (52%) patients, while 519 (45%) were referred by pediatric cardiologists. Regarding CHD severity, 637 (55%) had a defect of mild complexity. Of the patients analyzed, 616 (53%) had undergone an intervention, mainly atrial septal defect (ASD) closure, correction of tetralogy of Fallot, ventricular septal defect (VSD) closure and relief of coarctation of the aorta (CoAo). The main diagnosis of the 552 (47%) patients not submitted to an intervention were ASD, VSD, aortic stenosis, complex CHD and pulmonary stenosis. Regarding functional class, 1016 (87%) were in class I and 280 (24%) were lost to follow-up. Seventy-three patients had died, mainly due to cardiac death. Conclusion: In a unit were complex pediatric congenital heart surgery started twenty years ago, an increasing adult CHD workload was documented. Referral came predominantly from cities around the unit, most patients had low complexity defects and were in functional class I, a significant loss of follow-up was documented, and the death of patients was mainly due to the heart defect.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.14281639.v1(source: https://scielo.figshare.com/articles/dataset/Adult_Congenital_Heart_Disease_Outpatient_Clinic_Descriptive_Analysis_of_A_12-Year_Experience_in_Brazil/14281639)。
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。
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