AI-PET denoising… Neural_Blind_DeConv_PSMA: Neural blind deconvolution for deblurring and supersampling PSMA PET 6 Mar 202524 Oct 2025 Task: To simultaneously deblur and supersample prostate specific membrane antigen (PSMA) positron emission tomography (PET) images using neural blind deconvolution Description: Blind deconvolution is a method of estimating the hypothetical…
AI-PET denoising… Parameter-Transferred Wasserstein Generative Adversarial Network (PT-WGAN) for Low-Dose PET Image Denoising 12 Nov 202424 Oct 2025 Task: Low-dose PET image denoising via a GAN method Description: A hybrid 2D and 3D parameter-transferred Wasserstein GAN PT-WGAN model for low-dose PET image denoising. The model's performance is a…
AI-NeuroImaging… brainPETNR: Brain PET Noise Reduction using a Frequency Attention Network 10 Apr 202424 Oct 2025 Task: Denoising of low-activity PET reconstruction of [11C]PiB and [18F]FE-PE2I images in neurodegenerative disorders Description: The brainPETNR framework utilizes a Frequency Attention Network (FAN) model for denoising of low-activity reconstructed brain…
AI-PET denoising… FAN: Frequency Attention Network for Blind Noise Removal in Real Images 25 Jan 202424 Oct 2025 Task: Blind Noise Removal in Real Images Description: The FAN (Frequency Attention Network) model implements a method for blind image denoising that combines frequency domain analysis and attention mechanism, The…
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