Incidence of Conduction Disorders and Requirements for Permanent Pacemaker After Transcatheter Aortic Valve Implantation

一项回顾性研究数据集,分析TAVI术后传导障碍和起搏器植入需求,包括53例患者临床数据。

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2020-08-27 更新
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表格Atrioventricular BlockBundle-Branch BlockAortic Valve Stenosis/therapy
Incidence of Conduction Disorders and Requirements for Permanent Pacemaker After Transcatheter Aortic Valve Implantation

基本信息

模态
表格
大小
0.001322812 GB
许可
CC BY 4.0
创建/更新时间
2020-08-27
版本
v1

资源简介

Incidence of Conduction Disorders and Requirements for Permanent Pacemaker After Transcatheter Aortic Valve Implantation

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 8 个文件、合计 1.32 MB,主题涵盖 Atrioventricular Block、Bundle-Branch Block、Aortic Valve Stenosis/therapy,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】

配套论文《Incidence of Conduction Disorders and Requirements for Permanent Pacemaker After

Transcatheter Aortic Valve Implantation》发表于 International Journal of Cardiovascular Sciences(2019),DOI:10.5935/2359-4802.20190020。源站首次发布:2019-04-03。

【数据内容】

源站原始描述:Abstract Background: Transcatheter aortic valve implantation (TAVI) has become a therapeutic option for high-risk or non-operable patients with severe symptomatic aortic stenosis. Atrioventricular conduction disturbances requiring permanent pacemaker (PPM) are a common and clinically important complication. Objectives: To evaluate the incidence of conduction disorders (CDs) after TAVI and the need for subsequent PPM implantation. To identify the predictors of postoperative PPM implantation. Meth…

【数据结构与技术规格】

文件数 8 个,合计 1.32 MB。数据集 DOI:10.6084/m9.figshare.7941818.v1。

【主题与分类】

源站学科分类:Cardiology。主题标签:Atrioventricular Block、Bundle-Branch Block、Aortic Valve Stenosis/therapy。

【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/Incidence_of_Conduction_Disorders_and_Requirements_for_Permanent_Pacemaker_After_Transcatheter_Aortic_Valve_Implantation/7941818

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Santos, Marcela Cedenilla dos; da Cruz Lamas, Cristiane; Azevedo, Schwartz de; Colafranceschi, Alexandre Siciliano; Weksler, Clara; Rodrigues, Leandro Cordeiro Dias; et al. (2019). Incidence of Conduction Disorders and Requirements for Permanent Pacemaker After Transcatheter Aortic Valve Implantatio…

【使用注意】

· 源站最后修改于 2023-06-05,引用时请注意版本时效。

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。

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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 "2359-4802-ijcs-20190020-gf01.jpg" "https://ndownloader.figshare.com/files/14783855"
curl -L -o "2359-4802-ijcs-20190020-gf02.jpg" "https://ndownloader.figshare.com/files/14783864"
curl -L -o "2359-4802-ijcs-20190020-gf03.jpg" "https://ndownloader.figshare.com/files/14783873"
curl -L -o "2359-4802-ijcs-20190020-gf04.jpg" "https://ndownloader.figshare.com/files/14783879"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/14783882"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/14783888"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/14783894"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/14783897"

文件清单

  • 2359-4802-ijcs-20190020-gf01.jpg(395.64 KB)
  • 2359-4802-ijcs-20190020-gf02.jpg(241.35 KB)
  • 2359-4802-ijcs-20190020-gf03.jpg(262.69 KB)
  • 2359-4802-ijcs-20190020-gf04.jpg(392.41 KB)
  • Table_1.xls(9.73 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)
  • Table_4.xls(9.73 KB)

文件总体积 1.32 MB(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 Background: Transcatheter aortic valve implantation (TAVI) has become a therapeutic option for high-risk or non-operable patients with severe symptomatic aortic stenosis. Atrioventricular conduction disturbances requiring permanent pacemaker (PPM) are a common and clinically important complication. Objectives: To evaluate the incidence of conduction disorders (CDs) after TAVI and the need for subsequent PPM implantation. To identify the predictors of postoperative PPM implantation. Methods: Retrospective study. All patients who underwent TAVI in a public hospital from December/2011 to June/2016 were included. Multivariate analysis was conducted to establish the predictor of permanent pacemaker implantation. Survival curves were constructed by the Kaplan-Meyer method. Statistically significant variables were those with p value < 0.05. Results: 64 patients with AS underwent TAVI. Eleven patients were excluded. TAVI induced a new CD in 40 (77%) of the remaining 53 patients. The most common new CDs were 3rd degree AV block (32%) and left bundle branch block (30%). Sixteen patients (30,2%) underwent PPM implantation during the index hospitalization. On univariate analysis the risk factors for PPM implantation were CoreValve® use (OR: 1,76; P = 0,005), larger prosthesis implantation (P = 0,015), presence of a QRS ≥ 120 ms (OR: 5,62; P = 0,012), and 1st degree AV block (OR: 13; P = 0.008). On multivariate analysis the presence of 1st degree AV block predicted the need for PPM. Conclusion: TAVI induced CDs requiring PPM in 30% of the patients. The presence of 1st degree AV block predicted the need for PPM.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7941818.v1(source: https://scielo.figshare.com/articles/dataset/Incidence_of_Conduction_Disorders_and_Requirements_for_Permanent_Pacemaker_After_Transcatheter_Aortic_Valve_Implantation/7941818)。

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。

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