基于异构低秩多模态融合网络的后囊膜混浊预测

陈志刚,万永菁,王于蓝,蒋翠玲,陈霞

Prediction of posterior capsular opacification based on heterogeneous low-rank multimodal fusion network

Zhi-gang CHEN,Yong-jing WAN,Yu-lan WANG,Cui-ling JIANG,Xia CHEN

表 2 不同多模态融合网络模型复杂度对比

Tab.2 Comparison of model complexity of different multimodal fusion networks

模型 模型复杂度 TFN $ O\left( {W \times H \times M \times N \times K'} \right) $ LMF $ O\left( {r \times (W \times H \times M + N) \times K'} \right) $ PTP $ O\left( {r \times (W \times H \times M + N) \times K'} \right) $ HTFN $ O\left( {{f^2} \times M \times N \times K} \right) $ HLMF $ O\left( {r \times ({f^2} \times M + N) \times K} \right) $