Table 4. Comparison of the proposed model with the current studies.

Accuracy (%)	Specificity	Sensitivity	Method	Year	Diagnosis	Authors
90.7	95.6	87.1	ANFIS	2012	Iron Deficiency Anemia and Iron Serum	Azarkhish et al.(24)
96.3	95.6	96.8	ANN	2012	Iron Deficiency Anemia and Iron Serum	Azarkhish et al.(24)
93.5	92.0	95.0	MLP	2002	Thalassemic pathologies	Amendolia et al.(25)
89.0	83.0	95.0	SVM	2003	Thalassemia screening	Amendolia et al.(26)
85.0	93.0	77.0	KNN	2003	Thalassemia screening	Amendolia et al.(26)
–––-	91.0	93.0	RBF	2013	Screening of thalassemia	Masala et al.(27)
–––-	73.0	89.0	PNN	2013	Screening of thalassemia	Masala et al.(27)
––––	91.0	80.0	KNN	2013	Screening of thalassemia	Masala et al.(27)
85.95	87.9	84.0	Math	2015	Discriminating between β-Thalassemia Minor and other Microcytic Hypochromic	Bordbar et al.(23)
92.5	92.33	93.13	ANN	2018	Discrimination between Iron Deficiency Anemia (IDA) and β-Thalassemia Trait (β-TT)	Proposed model