Sara Qnatyan

ECG-based automated detection of sleep apnea using deep neural networks and hidden markov models

Obstructive sleep apnea (OSA) is a common yet underdiagnosed disorder, and current diagnostic methods such as polysomnography are resource-intensive and inaccessible for many patients. Electrocardiogram (ECG)-based screening offers a more practical alternative, but the nonstation...