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. 2021 Feb 12;23(2):e18372. doi: 10.2196/18372

Table 5.

Paired t test results of improvements by our method over benchmark techniques.

Proposed method (RNN-LRa) AUCb Weighted F-measure

T-LSTMc Time fusion CNNd Temporal MMCBRe T-LSTM Time fusion CNN Temporal MMCBR
P value <.001 <.001 <.001 <.001 <.001 <.05

aRNN-LR: recurrent neural network-latent regulator.

bAUC: area under the curve.

cT-LSTM: time aware long short-term memory.

dCNN: convolutional neural network.

eMMCBR: multiple measurement case-based reasoning.