Visual real-time diagnosis system for sleep disorder and visualization method for diagnosis result of visual real-time diagnosis system

The invention provides a visualization method for a sleep disorder diagnosis result and a visual real-time diagnosis system for sleep disorders. According to the visual real-time diagnosis system for the sleep disorder, real-time diagnosis of the sleep disorder is carried out in two steps: firstly, on the basis of carrying out time window sampling on a bio-electricity signal, sleep stage staging judgment is carried out on each signal segment, and confidence degree detection and model selection are carried out on a judgment result; inputting the high-confidence bioelectricity signal fragments into a disease diagnosis model so as to diagnose sleep disorder diseases; and then, performing backtracking visualization on the obtained signal fragment of the automatic real-time diagnosis result by using a category activation map algorithm, and performing visual labeling on the bio-electricity signal fragment of the diagnosis result made by the computer. Therefore, the sleep disorder diagnosis task can be completed by