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A novel solution of enhanced loss function using deep learning in sleep stage classification: predict and diagnose patients with sleep disorders

A novel solution of enhanced loss function using deep learning in sleep stage classification: predict and diagnose patients with sleep disorders

Source :

https://link.springer.com/article/10.1007/s11042-020-10199-8

Sleep stage classification is important to accurately predict and diagnose patients with sleep disorders. Though various deep learning approaches have been implemented to classify sleep classes, these consist limitations that impact the accuracy and processing time of the classification model.