基于卷积神经网络的重度抑郁症患者大脑年龄评估
章浩伟, 汪郧城, 刘颖

Brain Age Assessment of Patients with Major Depressive Disorder Based on Convolutional Neural Network
ZHANG Haowei, WANG Yuncheng, LIU Ying
表4 模型性能与传统机器学习算法的比较
Table 4 Performance comparison between CNN model and traditional machine learning algorithms
方法 MAE r R2
SVR 5.65 0.92 0.85
RR 4.84 0.94 0.88
Lasso 4.97 0.93 0.86
CNN 2.85 0.98 0.96