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    • 心包膜/主動脈分割及心血管風險自動分析一站式AI模型(HeaortaNet)

      FutureTech 心包膜/主動脈分割及心血管風險自動分析一站式AI模型(HeaortaNet)

      The HeaortaNet is developed by the TW-CVAI team. The HeaortaNet is a deep learning model trained by 70,000 axial images from 200 patients with verified annotations of the pericardiumaorta. It shortens the time for data processing from 60 minutes, by manual segmentation of both pericardiumaorta, to 0.4 seconds. The segmentation accuracy, as assessed by dice similarity coefficient, is 94.8 for the pericardium,91.6 for the aorta. The imaging-based Cardiovascular Risk Prediction module was constructed by analyzing data from the National Health Insurance Databank.
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