Ablation study on HNR Study test set.

Prediction performance of the LSTM classification model on the ablation study. Each sociodemographic data variable, as well as the genetic data APOE-ε4 was subsequently omitted, prior to the MRI branding. Evaluation was calculated on the independent test set with n = 21 participants of the sub-study from the HNR Study. Visual representation were extracted using the ImageNet database [64].

在削减研究中对 LSTM 分类模型预测性能的评估。在执行 MRI 标记之前，依次排除了每个社会人口统计数据变量，以及遗传数据 APOE-ε4。评估基于独立测试集进行，测试集包含来自 HNR 研究子研究的 21 名参与者。图像表示是通过 ImageNet 数据库 [64] 提取的。