Computational Intelligence and Metaheuristic Techniques for Brain Tumor Detection through IoMT-Enabled MRI Devices

Table 6

Comparative analysis of proposed method with state-of-the-art techniques.

Methods	Peak signal-to-noise ratio	Mean square error rate	Detection accuracy
Kumar, M et al. [21]	15.05	2.03	97.25
Umary, A et al. [38]	17.71	1.34	88.25
Chahal, K et al. [3]	21.40	8.19	98.01
Bahadure, N et al. [41]	42.03	3.07	97.28
Suneetha, B et al. [43]	31.183	4.95	96.32
Proposed work	64.81	1.40	98.61