DEEP RESIDUAL INCEPTION ENCODER-DECODER NETWORK FOR AMYLOID PET HARMONIZATION
Using deep learning, imaging harmonization among images produced with differing PET tracers is achieved. A method may include providing an original PET image of the brain using an original PET tracer, providing a target PET tracer, and converting, using a deep learning neural network, the original PET image into a target PET image simulating the image that would be obtained had the target PET tracer been used.
1 . An image harmonization method for a brain, the method comprising:
providing an original PET image of the brain using an original PET tracer,
providing a target PET tracer, and
converting, using a deep learning neural network, the original PET image into a target PET image simulating an image that would be obtained had the target PET tracer been used.