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Updated: Jul 16, 2026

Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly
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Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly

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哈米尔-QA:对心房LGEMRI质量评估多个实例学习的层次方法.

K M Arefeen Sultan1,2, Md Hasibul Husain Hisham1,2, Benjamin Orkild1,3,4

  • 1Scientific Computing and Imaging Institute, University of Utah, SLC, UT.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
|December 31, 2025
PubMed
概括

使用3D晚期加多增强 (LGE) MRI进行左心房纤维化评估的自动化至关重要. 新型深度学习框架HAMIL-QA提高了质量评估的准确性,以更好地管理心房动.

关键词:
基于注意力的模型图像质量评估 图像质量评估多个实例的学习.监督的弱点 监督的弱点

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Estimating Bilateral Atrial Function by Cardiovascular Magnetic Resonance Feature Tracking in Patients with Paroxysmal Atrial Fibrillation08:10

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相关概念视频

Quality Assurance01:19

Quality Assurance

Quality assurance is the overarching term used to describe the activities employed to ensure the proper performance of a system. These activities can be classified into three categories: quality control, quality assessment, and internal corrective measures. Typically, these activities work cyclically: quality control is performed before and during the analysis, while quality assessment occurs during and after the investigation. Internal corrective measures are implemented based on the findings...