Local and Deep Features Based Convolutional Neural Network Frameworks for Brain MRI Anomaly Detection

Table 4

Accuracy results of proposed approaches based on KACD and brain tumor.

Model	Dataset
	KACD				Brain tomur
	Precision	Recall	f1-score	Accuracy	Precision	Recall	f1-score	Accuracy
DSRCN	0.95	0.95	0.95	0.95	0.94	0.93	0.94	0.96
Multi-branch	0.93	0.94	0.93	0.93	0.88	0.86	0.87	0.88
DBP-DAE	0.85	0.83	0.85	0.85	0.91	0.90	0.90	0.90