Uncertainty quantification in neural-network based pain intensity estimation.

Fig 3B shows an increasing trend, indicating that higher λ values result in slightly higher PICPs. 4.3 NN-based PI estimation with Loss S by GD algorithm The NN-based PI model trained with the Loss S and optimized by the GD algorithm outperforms the Loss L optimized by the GA and bootstrap methods for the generalized model.

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