Autism detection method, device and system based on magnetic resonance image
A magnetic resonance image, autism technology, applied in the field of medical image processing, can solve the problem that there is no good way to diagnose autism.
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[0060] In order to make the purpose, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the implementation methods and accompanying drawings.
[0061] The present invention uses the theoretical knowledge of magnetic resonance imaging technology and graph theory, analyzes and judges the specific characteristic information of the brain function network corresponding to the collected magnetic resonance images, and based on the trained classification model, realizes the detection of whether there is autism in the magnetic resonance images. The dichotomous classification of autism can help doctors to make auxiliary diagnosis of autism.
[0062] The self-disorder detection method based on graph theory of the present invention comprises the following steps: data collection, data preprocessing, network construction and network detection.
[0063] Among them, the data collection include...
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