. Author manuscript; available in PMC: 2021 Dec 4.

Published in final edited form as: IEEE J Biomed Health Inform. 2020 Dec 4;24(12):3421–3430. doi: 10.1109/JBHI.2020.3001019

TABLE I.

5-FOLD AVERAGE PERFORMANCE MEASURES FOR THE ATTENTION-GUIDED AND BASELINE MODELS

	Accuracy	MCC	Recall	Precision	F1-score	AUC
Pathway#1	85.184	0.373	89.425	93.576	91.371	86.741
Pathway#2	91.413	0.553	94.838	95.418	95.102	93.007
Pathway#3	90.300	0.513	94.826	94.115	94.426	91.189
Fusion - average	91.073	0.557	95.119	94.730	94.882	93.769
Fusion - min	90.452	0.430	98.690	91.182	94.736	92.243
Fusion - max	85.319	0.528	85.216	97.873	91.056	92.785

Baseline DL model	86.315	0.399	90.928	93.409	92.088	86.803