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. Author manuscript; available in PMC: 2025 Aug 1.
Published in final edited form as: IEEE Trans Med Robot Bionics. 2024 May 31;6(3):1004–1016. doi: 10.1109/tmrb.2024.3407590

TABLE V.

Statistical Overview of Box Plots in Figure 8: Utilizing ResNet101 as the Feature Extractor Across All Networks.

Network Fusion Method Mean (N) Q1 (N) Median (N) Q3 (N) Min (N) Max (N) IQR (N)
LSTMs Concatenation 0.0141 0.0002 0.0031 0.0234 0.00007 0.1203 0.0232
GRUs Concatenation 0.0152 0.0003 0.0032 0.0237 0.000006 0.1463 0.0235
Transformers Concatenation 0.0146 0.0005 0.0028 0.0240 0.00006 0.1000 0.0235
LSTMs Memory Fusion 0.0128 0.0006 0.0048 0.0210 0.00002 0.1036 0.0204