Cross-validation prediction on HNR Study.

Prediction performance of the LSTM classification model using various image input types. The highlighted values are the best per evaluation metric. Evaluation was calculated on the k = 5-fold cross validation sets from the training set with n = 99 participants of the sub-study from the HNR Study. The values are the average and standard deviation rates across all k = 5-fold cross validation sets. Visual representation were extracted using the ChestX-Ray8 database [16].