Selvester评分预测非缺血性扩张型心肌病患者ICD治疗数据集-51639

包含48例非缺血性扩张型心肌病患者Selvester评分与ICD治疗情况的表格数据,用于预测ICD治疗。

SciELO journalsSciELO journals
DataCite Commons
2022-05-26 更新
浏览 13
表格CardiomyopathyDilatedDefibrillatorsImplantableElectrocardiographyRisk FactorsSensitivity and SpecificitySurvival RateTreatment Outcome
Selvester Score May Be a Predictor of ICD Therapies in Patients with Non-Ischemic Dilated Cardiomyopathy

基本信息

模态
表格
大小
0.003324875 GB
许可
CC BY 4.0
创建/更新时间
2022-05-26
版本
v1

资源简介

Selvester评分预测非缺血性扩张型心肌病患者ICD治疗数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 9 个文件、合计 3.32 MB,主题涵盖 Cardiomyopathy、Dilated、Defibrillators、Implantable、Electrocardiography,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《Selvester Score May Be a Predictor of ICD Therapies in Patients with Non-Ischemic Dilated Cardiomyopathy》。配套论文《Selvester Score May Be a Predictor of ICD Therapies in Patients with Non-Ischemic Dilated Cardiomyopathy》发表于 Brazilian Journal of Cardiovascular Surgery(2022),DOI:10.21470/1678-9741-2021-0112。源站首次发布:2022-05-26。

【数据内容】

源站原始描述:ABSTRACT Introduction: The benefit of implantable cardioverter-defibrillator (ICD) in patients with non-ischemic dilated cardiomyopathy (DCM) is still an issue under discussion. Studies examining the relationship between ventricular scar tissue and ICD shock with cardiac magnetic resonance (CMR) are promising. CMR studies have shown that ventricular scar tissue size and Selvester score show a correlation. In the light of this information, this study aimed to investigate the potential relationshi…

【数据结构与技术规格】

文件数 9 个,合计 3.32 MB。数据集 DOI:10.6084/m9.figshare.19884005.v1。

【主题与分类】

源站学科分类:Cardiology、Surgery。主题标签:Cardiomyopathy、Dilated、Defibrillators、Implantable、Electrocardiography、Risk Factors、Sensitivity and Specificity、Survival Rate、Treatment Outcome。

【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/Selvester_Score_May_Be_a_Predictor_of_ICD_Therapies_in_Patients_with_Non-Ischemic_Dilated_Cardiomyopathy/19884005

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

规范引用:Kuyumcu, Mevlut Serdar; Uzun, Mehmet Hakan; Ozen, Yasin; Aksoy, Fatih; Uysal, Bayram Ali; Varol, Ercan (2022). Selvester Score May Be a Predictor of ICD Therapies in Patients with Non-Ischemic Dilated Cardiomyopathy. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-06-02,引用时请注意版本时效。

官方服务

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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 "d8d6ff8a78ccec6cfb95a641546c35e5e4cca8ec.tif" "https://ndownloader.figshare.com/files/35299661"
curl -L -o "54305923fa2631b189d801a2e2c1cff58bab2a27.png" "https://ndownloader.figshare.com/files/35299664"
curl -L -o "7c5517d7cf99f364bb230ec3cbe2e8202dc1ed93.jpg" "https://ndownloader.figshare.com/files/35299667"
curl -L -o "f085a3c1362b308a414697accd9d732bb48d1e9c.tif" "https://ndownloader.figshare.com/files/35299670"
curl -L -o "67b3c1dbb2f32648484a0a4368b2792376ddd973.png" "https://ndownloader.figshare.com/files/35299673"
curl -L -o "56db543077b06db2fda60f72f93ceee8b82fa4ef.jpg" "https://ndownloader.figshare.com/files/35299676"
curl -L -o "be662f2efbcb3f871e4cea8a575fb6809984cbe1.tif" "https://ndownloader.figshare.com/files/35299679"
curl -L -o "4dab67a5ce3ee9871db89744652c4fc0879d9c26.png" "https://ndownloader.figshare.com/files/35299682"

文件清单

  • d8d6ff8a78ccec6cfb95a641546c35e5e4cca8ec.tif(1.41 MB)
  • 54305923fa2631b189d801a2e2c1cff58bab2a27.png(1.27 MB)
  • 7c5517d7cf99f364bb230ec3cbe2e8202dc1ed93.jpg(3.69 KB)
  • f085a3c1362b308a414697accd9d732bb48d1e9c.tif(124.42 KB)
  • 67b3c1dbb2f32648484a0a4368b2792376ddd973.png(104.49 KB)
  • 56db543077b06db2fda60f72f93ceee8b82fa4ef.jpg(3.00 KB)
  • be662f2efbcb3f871e4cea8a575fb6809984cbe1.tif(241.73 KB)
  • 4dab67a5ce3ee9871db89744652c4fc0879d9c26.png(160.30 KB)
  • f75372c1af34463254b180bd32d1dc952544574b.jpg(3.63 KB)

文件总体积 3.32 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 Introduction: The benefit of implantable cardioverter-defibrillator (ICD) in patients with non-ischemic dilated cardiomyopathy (DCM) is still an issue under discussion. Studies examining the relationship between ventricular scar tissue and ICD shock with cardiac magnetic resonance (CMR) are promising. CMR studies have shown that ventricular scar tissue size and Selvester score show a correlation. In the light of this information, this study aimed to investigate the potential relationship between Selvester score and ICD therapies. Methods: The study included 48 patients who had undergone ICD implantation with a diagnosis of DCM and who had undergone routine 6-month ICD control in outpatient clinic controls between December 2018 and October 2019. Selvester score and other data were compared between patients who received ICD therapy (n=10) and those who did not (n=38). Results: Selvester score (P<0.001) was higher in ICD therapy group. Positive correlation was found between ICD shock therapy and Selvester score (P=0.002, r=0.843). Selvester score was detected as an independent predictor for ICD therapy after multiple linear regression analysis (P=0.004). Receiver operating characteristic curve analysis showed that Selvester score (P<0.001) was a significant predictor of ICD therapy. Selvester score cutoff points of 5 for were calculated to estimate ICD therapy, with a sensitivity of 100% and specifity of 81%. Conclusion: In our study, it was found that a high Selvester score may be a predictor for ICD therapies in patients with DCM. As an inexpensive and non-invasive method, Selvester score can help in the decision-making in these patients.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19884005.v1(source: https://scielo.figshare.com/articles/dataset/Selvester_Score_May_Be_a_Predictor_of_ICD_Therapies_in_Patients_with_Non-Ischemic_Dilated_Cardiomyopathy/19884005)。

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