The invention provides an operation method of a brain
dopamine transporter examination
system. The operation method comprises the following steps of: 1, detecting a brain
dopamine transporter; acquiring a scanning image of the brain of the testee from the
scanner, wherein the scanning image is a three-dimensional image; aligning the scanning image to a standard brain space to obtain a normalized scanning image; performing image intensity
standardization on the normalized scanning image; converting the normalized scanning image after the image intensity
standardization into a two-dimensional image;
cutting out a plurality of image data for at least one
region of interest of the two-dimensional image, wherein the
region of interest comprises a left side
tail core, a left side shell core, a right side
tail core and a right side shell core; based on a plurality of image data, a
dopaminergic neuron loss degree
measurement evaluation model is established by transfer learning, so that the images are classified in the most probable
neuron loss stage, an additional auxiliary diagnosis mode is provided for nuclear medical doctors to interpret brain
dopamine transporter examination every time, and the accuracy of brain
dopamine transporter examination is improved. And the diagnosis rate and the treatment result of clinicians are improved.