A kind of nuclear magnetic resonance image processing unit and method based on self-encoding encoder

A kind of nuclear magnetic resonance image processing unit and method based on self-encoding encoder

  • CN 107,067,396 A
  • Filed: 04/26/2017
  • Published: 08/18/2017
  • Est. Priority Date: 04/26/2017
  • Status: Active Application
First Claim
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1. a kind of nuclear magnetic resonance image processing unit based on self-encoding encoder, the device includes, pre-processed for storage imageThe storage medium of the view data of the Magnetic resonance imaging of program, the program of the deep learning of artificial intelligence and head, utilizes peopleMain frame or meter that the deep learning of work intelligence is handled and analyzed to the view data of the Magnetic resonance imaging of headCalculation machine cluster, the program pre-processed for display image, the program of the deep learning of artificial intelligence, the nuclear magnetic resonance of various headsThe display device of the running and operation result of the view data of imaging and various programs,It is characterized in that:

  • Said apparatus can realize Elderly people group, the forgetting type mild cognitive damage to any given quantityThe process image of the view data of the Magnetic resonance imaging of the three-dimensional head of the subject of evil and alzheimer disease is splitTo hippocampus substructure any given quantity two dimension slicing realize artificial intelligence deep learning self-encoding encoderSupervised learning, according to above-mentioned Elderly people group, Amnestic mild cognitive impairment and A Erzi to any given quantityThe two dimension slicing of the view data of the Magnetic resonance imaging of the three-dimensional head of the subject of the silent disease in sea carries out the depth of artificial intelligenceThe neural network model of deep learning obtained by the supervised learning for the self-encoding encoder for spending study, utilizes any given quantityThe two dimension slicing of any given quantity of the view data of the Magnetic resonance imaging of the three-dimensional head of subject to be identifiedThree classification of Elderly people group, Amnestic mild cognitive impairment and alzheimer disease are carried out to above-mentioned subject to be identifiedDivision identification.

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