基于孔口形状的患者特异性二尖瓣反流降阶模型

基于43例患者三维超声图像重建的二尖瓣反流孔口形状降阶模型数据集,用于快速评估反流血流动力学。

Archer, G.; Kuehne, T.; Razafindrazaka, F.; Kelm, M.; Kempfert, J.; Weese, J.; Hose, R.; Meyer, A.; Franz, J.; Hellmeier, F.; Waechter-Stehle, I.; Czechowicz, K.; Goubergrits, L.Archer, G.; Kuehne, T.; Razafindrazaka, F.; Kelm, M.; Kempfert, J.; Weese, J.; Hose, R.; Meyer, A.; Franz, J.; Hellmeier, F.; Waechter-Stehle, I.; Czechowicz, K.; Goubergrits, L.
Taylor & Francis Group
2022-08-03 更新
浏览 16
多模态Mitral valve regurgitationpressure gradientcomputational fluid dynamicsregurgitant orifice area3D transesophageal echocardiographypatient-specific model
An orifice shape-based reduced order model of patient-specific mitral valve regurgitation

基本信息

模态
多模态
大小
0.000005195 GB
许可
CC BY 4.0
创建/更新时间
2022-08-03
版本
v1

资源简介

基于孔口形状的患者特异性二尖瓣反流降阶模型

【一句话概览】

本数据集是 figshare 公开的多模态数据集,收录 2 个文件、合计 5.20 KB,主题涵盖 Mitral valve regurgitation、pressure gradient、computational fluid dynamics、regurgitant orifice area、3D transesophageal echocardiography,可用于跨模态对齐与融合建模研究,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《An orifice shape-based reduced order model of patient-specific mitral valve regurgitation》。配套论文《An orifice shape-based reduced order model of patient-specific mitral valve regurgitation》发表于 Engineering Applications of Computational Fluid Mechanics(2021),DOI:10.1080/19942060.2021.1995048。项目资助方:This project was partially funded by the European Union''s Horizon 2020 programme H2020-EU.3.1.5., grant agreement no. 689617 (EurValve project).。源站首次发布:2021-12-23。

【数据内容】

源站原始描述:Mitral valve regurgitation (MR) is one of the most prevalent valvular heart diseases. Its quantitative assessment is challenging but crucial for treatment decisions. Using computational fluid dynamics (CFD), we developed a reduced order model (ROM) describing the relationship between MR flow rates, transvalvular pressure differences, and the size and shape of the regurgitant valve orifice. Due to its low computational cost, this ROM could easily be implemented into clinical workflows to support…

文件 regurgitant_orifice_properties.csv 为文本内容,开头为:% shape properties of regurgitant mitral valve orifices case_id,AROA_cm2,number_of_orifices,secondary_orifice_contribution_pct,hydraulic_diameter_cm,orientati…

【数据结构与技术规格】

文件数 2 个,合计 5.20 KB。cfd_simulated_regurgitant_flow_rates.csv:text/plain,3.49 KB。regurgitant_orifice_properties.csv:text/plain,1.70 KB。数据集 DOI:10.6084/m9.figshare.17425991.v1。

【主题与分类】

源站学科分类:Cell Biology、Physiology、Biotechnology、Biological Sciences not elsewhere classified、Information Systems not elsewhere classified、Mathematical Sciences not elsewhere classified。主题标签:Mitral valve regurgitation、pressure gradient、computational fluid dynamics、regurgitant orifice area、3D transesophageal echocardiography、patient-specific model。

【适用方向】

多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。

【获取与许可】

源站页面:https://tandf.figshare.com/articles/dataset/An_orifice_shape-based_reduced_order_model_of_patient-specific_mitral_valve_regurgitation/17425991

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

规范引用:An orifice shape-based reduced order model of patient-specific mitral valve regurgitation. Taylor & Francis. Franz, J.; Czechowicz, K.; Waechter-Stehle, I.; Hellmeier, F.; Razafindrazaka, F.; Kelm, M.; et al

【使用注意】

· 源站最后修改于 2023-06-01,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。

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 "cfd_simulated_regurgitant_flow_rates.csv" "https://ndownloader.figshare.com/files/32113331"
curl -L -o "regurgitant_orifice_properties.csv" "https://ndownloader.figshare.com/files/32113334"

文件清单

  • cfd_simulated_regurgitant_flow_rates.csv(3.49 KB)
  • regurgitant_orifice_properties.csv(1.70 KB)

文件总体积 5.20 KB(源站 API 实测)。

数据说明

Mitral valve regurgitation (MR) is one of the most prevalent valvular heart diseases. Its quantitative assessment is challenging but crucial for treatment decisions. Using computational fluid dynamics (CFD), we developed a reduced order model (ROM) describing the relationship between MR flow rates, transvalvular pressure differences, and the size and shape of the regurgitant valve orifice. Due to its low computational cost, this ROM could easily be implemented into clinical workflows to support the assessment of MR. We reconstructed mitral valves of 43 patients from 3D transesophageal echocardiographic images and estimated the 3D anatomic regurgitant orifice areas using a shrink-wrap algorithm. The orifice shapes were quantified with three dimensionless shape parameters. Steady-state CFD simulations in the reconstructed mitral valves were performed to analyse the relationship between the regurgitant orifice geometry and the regurgitant hemodynamics. Based on the results, three ROMs with increasing complexity were defined, all of which revealed very good agreement with CFD results with a mean bias below 3% for the MR flow rate. Classifying orifices into two shape groups and assigning group-specific flow coefficients in the ROM reduced the limit of agreement predicting regurgitant volumes from 9.0 ml to 5.7 ml at a mean regurgitant volume of 57 ml.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.17425991.v1(source: https://tandf.figshare.com/articles/dataset/An_orifice_shape-based_reduced_order_model_of_patient-specific_mitral_valve_regurgitation/17425991)。

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