Table 4 Report of comparative study (test 1).

From: A cost-effective approach using generative AI and gamification to enhance biomedical treatment and real-time biosensor monitoring

Point of discussion

AI-enabled machine learning-based collaborative filtering with reinforcement (%)

Deep learning-based complex neural network architecture (%)

The proposed framework (%)

Scaling of Skin Severity and Analysis

88

93

95.1

Rate of Cancer Diagnosis

89

91

95.3

Overall Clinical and Medical Accuracy

87

92

95

Overall Clinical and Medical Accuracy Efficiency

88

93

95

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