Fig. 4 | Scientific Reports

Fig. 4

From: Artificial intelligence based platform for the automatic and simultaneous explainable detection of apnoea, oxygen desaturation, and artefacts in paediatric polygraphy exams (REST)

Fig. 4The alternative text for this image may have been generated using AI.

Sensitivity analysis of balanced classification accuracy (a) and ratio of samples selected (b) to the threshold used for samples selection. The accuracies were obtained after the selection of samples with probability out of the softmax layer higher than a threshold spanning between 0.6 and 0.95 (with step 0.05) (a). Ratio of samples retained for classification by the model (b). The samples with a probability lower than the threshold can be reported to specialised doctors for an accurate reanalysis.

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