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The Wireless Dry Electrode Brain Function Evaluation and Disease-Assisted Diagnosis System is China's first wireless dry electrode EEG acquisition and analysis system approved by the National Medical Products Administration (NMPA) for clinical evaluation and scientific research. This innovative system establishes novel mathematical and signal spaces while developing a deep network-based autism diagnosis model. Featuring rapid preparation time, high-quality signals, and wireless portability, it supports automatic analysis of selected data segments to identify brain network differences between autistic children and typically developing children. Currently achieving an auxiliary diagnosis accuracy rate of 91.63%, it has reached internationally advanced standards.