Fig. 4: OxiNet explainability.
From: Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry
The three panels display the importance score for sections of three overnight recordings. The panels highlight the particular importance given a to desaturations clusters, b to apnea events where no desaturation was detected by the rule based desaturation detector, and c the low importance given to a section where no apnea or hypopnea event was annotated but where a desaturation was detected by the rule based desaturation detector.
