BMC Medical Informatics and Decision Making

Table 2 Performance of the final models in validation and text set

From: Application of artificial neural network in daily prediction of bleeding in ICU patients treated with anti-thrombotic therapy

Model	Validation set (MIMIC-III)					Testing set (MIMIC-III)
Model	AUC	Youden	Sensitivity	Specificity		AUC	Youden	Sensitivity	Specificity
One layer LSTM	0.9380	0.7641	0.8841	0.8800		0.8225	0.5177	0.6377	0.8800
Two layer LSTM	0.9387	0.7361	0.8261	0.9100		0.8391	0.5332	0.6232	0.9100
One layer GRU	0.9462	0.7641	0.8841	0.8800		0.8196	0.5242	0.5942	0.9300
Two layer GRU	0.9533	0.7841	0.8841	0.9000		0.8345	0.5812	0.6812	0.9000

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ISSN: 1472-6947

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