five

HVSMR-2.0 (cropped_norm)

收藏
DataCite Commons2024-05-13 更新2024-08-19 收录
下载链接:
https://figshare.com/articles/dataset/HVSMR-2_0_cropped_norm_/25226363
下载链接
链接失效反馈
官方服务:
资源简介:
<b>HVSMR-2.0: A 3D cardiovascular MR dataset for whole-heart segmentation in congenital heart disease</b>Patients with congenital heart disease often have cardiac anatomy that deviates significantly from normal, frequently requiring multiple heart surgeries. Image segmentation from a preoperative cardiovascular magnetic resonance (CMR) scan would enable creation of patient-specific 3D surface models of the heart, which have potential to improve surgical planning, enable surgical simulation, and allow automatic computation of quantitative metrics of heart function. However, there is no publicly available CMR dataset for whole-heart segmentation in patients with congenital heart disease. Here, we release the HVSMR-2.0 dataset, comprising 60 CMR scans alongside manual segmentation masks of the 4 cardiac chambers and 4 great vessels. The images showcase a wide range of heart defects and prior surgical interventions. The dataset also includes masks of required and optional extents of the great vessels, enabling fairer comparisons across algorithms. Detailed diagnoses for each subject are also provided. By releasing HVSMR-2.0, we aim to encourage development of robust segmentation algorithms and clinically relevant tools for congenital heart disease.<i>cropped_norm</i>: Manually cropped CMR images <i>pat#_cropped_norm.nii.gz</i> after image normalization, with corresponding whole-heart segmentations <i>pat#_cropped_seg.nii.gz</i> and endpoints files <i>pat#_cropped_seg_endpoints.nii.gz</i>.<br>

<b>HVSMR-2.0:用于先天性心脏病全心分割的三维心血管磁共振数据集</b>先天性心脏病患者的心脏解剖结构往往与正常人存在显著差异,多数需要接受多次心脏手术。术前心血管磁共振(cardiovascular magnetic resonance, CMR)影像分割可构建患者个性化的心脏三维表面模型,有望助力优化手术规划、实现手术模拟,并自动计算心脏功能的量化指标。然而目前尚无针对先天性心脏病患者的公开可用全心分割CMR数据集。本研究发布HVSMR-2.0数据集,包含60例CMR扫描影像,以及4个心脏腔室与4条大血管的手动分割掩码。该数据集涵盖了多种心脏缺损类型与既往手术干预史。此外,数据集还提供了大血管的必要分割范围与可选分割范围的掩码,可实现不同算法间更公平的性能对比。同时还为每例受试者提供了详细的诊断信息。发布HVSMR-2.0数据集旨在推动针对先天性心脏病的鲁棒分割算法与临床相关工具的研发。<i>cropped_norm</i>:经图像归一化处理后的手动裁剪CMR影像,对应文件为<i>pat#_cropped_norm.nii.gz</i>,其配套的全心分割掩码为<i>pat#_cropped_seg.nii.gz</i>,同时附带端点文件<i>pat#_cropped_seg_endpoints.nii.gz</i>。<br>
提供机构:
figshare
创建时间:
2024-02-15
5,000+
优质数据集
54 个
任务类型
进入经典数据集
二维码
社区交流群

面向社区/商业的数据集话题

二维码
科研交流群

面向高校/科研机构的开源数据集话题

数据驱动未来

携手共赢发展

商业合作