Deep Learning Application for Effective Classification of Different Types of Psoriasis

Table 1

An overview of previously published cutting-edge research.

Year	Method	Skin disorder	Accuracy
2021	CNN [16]	Melanoma	97.16%
2021	RCNN [14]	Melanoma	96.3% (ISBI2016), 94.8% (ISBI2017), 88.5% (HAM1000)
2021	CNN [17]	Dermatofibroma, benign keratosis, basal cell carcinoma, melanoma, melanocytic nevi, actinic keratosis, and vascular	90.67%
2021	CNN [19]	Melanoma	92.18%
2021	RF and KNN [20]	Psoriasis	98.6% (RF) and 92.6% (KNN)
2019	CNN [21]	Psoriasis	94.80%
2018	CNN [15]	Melanoma	82.4%
2018	CNN [22]	Psoriasis	95.17%