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成果归属企业: 深圳大学

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成果介绍

本发明提供了一种强迫症风险评估模型的构建方法、系统及设备，通过在组稀疏表示模型中增加组稀疏正则化和平滑正则化，构建稀疏网络；利用所述稀疏网络表示原始fMRI数据集中ROI序列对应的脑连接网络矩阵；利用脑连接网络矩阵对预设网络模型进行训练，得到训练完成的强迫症风险评估模型。由于本实施例中训练用的预设网络模型包括：脑部特征提取模块和分类模块，所述脑部特征提取模块基于DPN网络模型提取所述脑连接网络矩阵的边缘特征，因此本实施例构建出的强迫症风险评估模型可以更好的学习了特征内部的关系，降低了数据维度，减少数据处理复杂程度，提高了数据处理的效率和准确率，为强迫症风险评估提供了依据。

成果应用案例介绍

计算控制>模型>强迫性风险评估模型

联系方式

电话/微信: 13822630888

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[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000012s ]
[ CACHE ] INIT File
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