Paired datasetDeep learningStroke, the second leading cause of mortality globally, predominantly results from ischemic conditions. Immediate attention and diagnosis, related to the characterization of brain lesions, play a crucial role in patient prognosis. Standard stroke protocols include an initial ...
APIS: A paired CT-MRI dataset for ischemic stroke segmentation challenge Stroke is the second leading cause of mortality worldwide. Immediate attention and diagnosis play a crucial role regarding patient prognosis. The key to di... S Gómez,D Mantilla,G Garzón,... 被引量: 0发表: 2023年 ...
基于 MRI 数据重建膀胱尿道三维模型的测量值: 利用重建软件可完成上述膀胱尿道相关精细解剖参数 的测量,经过描述性统计分析,获得该 10 例患者膀胱尿 AB CD E F 图5 基于CTA数据集构建的女性泌尿系统三维模型 Fig.5 Three- dimensional model of female urinary system based on CTA dataset. A: Holistic view ...
We have validated our method in a real pelvic CT/MRI dataset. Experimental results show that our method is accurate and robust for predicting CT image from MRI image, and also outperforms three state-of-the-art methods under comparison. In addition, the parameters, such as network depth and...
前几天分享了如何通过文献检索来查找病理组学的公开数据集,今天这篇推送分享一下CT、MRI以及PET相关的公开数据集——对应75篇文献。 先来看看这75篇文献的分区信息。 分区 Q1【44】 Q2【4】 Q3【10】 #NA【17】 再看一下发表时间。 数据集对应的类型也很丰富: ...
We further experimentally demonstrate the robustness of the proposed method on an 38 MRI liver tumor volumes and the public 3DIRCAD dataset. 展开 关键词: Computer Science - Computer Vision and Pattern Recognition Computer Science - Artificial Intelligence ...
3.4数据集dataset 数据记录汇聚的数据形式。 [GB/T35295-2017,定义2.1.46] 3.5数据标注dataannotation 1 T/CMDA002-2020 对数据进行分析,建立参考标准的过程。 3.6标注任务annotationtask 按照数据标注规范对指定数据集进行标注的过程。 3.7标注工具annotationtool ...
Furthermore, based on the CT dataset the lesions were categorized into osteolytic, osteosclerotic or comprising both components. In lesions detected in one modality that were not reported by the reader in the other modality the appropriate screenshot of the dataset showing the lesion was used for...
we train an FCN to segment the liver as ROI input for a second FCN. The second FCN solely segments lesions within the predicted liver ROIs of step 1. CF CN models were trained on an abdominal CT dataset comprising 100 hepatic tumor volumes. Validation results on further datasets show that ...
seen for LN ≤ 10 mm compared to LN > 10 mm. Similar non-significant (p > 0.05) effects were found for single T1 sequence evaluation showing no significant additional impact of T2 evaluation based on LN size. For additional details please refer to the supplementary dataset...