Table 5 Report of comparative study (test 2).

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

86

89.8

95.1

Rate of Cancer Diagnosis

85

89.3

95.3

Overall Clinical and Medical Accuracy

91

89

95

Overall Clinical and Medical Accuracy Efficiency

88

93

95

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