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. 2025 Jun 13;13:1544968. doi: 10.3389/fbioe.2025.1544968

TABLE 8.

Comparisons with state of the art.

Method Accuracy %
UMA_fall UR-fall
Modak et al. (2024) 92
Nooyimsai et al. (2022) 82.24
Kabir et al. (2023) 96.12
Merrouche and Baha (2020) 89.00
Beddiar et al. (2022) 85.00
Hafeez et al. (2023) 92.83
Proposed 97 94