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 ChestX-Ray8 database [16].

对 LSTM 分类模型在消融研究中的预测性能进行分析。在 MRI 标记之前，逐一剔除每个社会人口统计学数据变量，以及遗传数据 APOE-ε4。评估计算基于来自 HNR 研究的子研究中独立测试集的 n = 21 名参与者。利用 ChestX-Ray8 数据库（[16]）提取了视觉表示。