Two-phase multi-model automatic brain tumour diagnosis system from magnetic resonance images using convolutional neural networks

EURASIP Journal on Image and Video Processing

Table 7 Performance analysis of the developed localization R-CNN-based method compared to other methods in the literature

Localization method	Performance evaluation metrics (%)
	Layers	Sensitivity	PPV	DICE
Havaei et al. [29]	10	87.00	88.00	0.88
Chang [30]	22	–	–	0.87
Casamitjana et al. [31]	22	83.08	84.60	0.84
Zhao et al. [32]	16	83.00	92.00	0.87
Pereira et al. [33]	51	93.00	80.00	0.85
Pereira et al. [34]	11	89.00	88.00	0.83
Proposed method	05	95.44	81.80	0.87