Two-Stage Hybrid Approach of Deep Learning Networks for Interstitial Lung Disease Classification

Table 4

ILD classifier interactive performance analysis of the proposed algorithm.

	Emphysema	Fibrosis	Ground glass	Normal	Micronodules	Consolidation	Avg
Precision (%)	98.94	80.89	83.57	91.68	92.84	89.96	89.65
Recall (%)	93.24	89.26	84.44	94.65	90.64	84.12	89.39
-score (%)	96.00	84.87	84.00	93.14	91.73	86.94	89.45
AUC	0.9960	0.9769	0.9811	0.9969	0.9948	0.9793	0.9875