A latent diffusion model pretrained on large MRI datasets generates subject-specific gray matter images from functional connectivity data, reporting improved similarity scores and schizophrenia-related regional differences.
Gray matters: Vit-gan framework for iden- tifying schizophrenia biomarkers linking structural mri and functional network connectivity,
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GM-LDM: Latent Diffusion Model for Brain Biomarker Identification through Functional Data-Driven Gray Matter Synthesis
A latent diffusion model pretrained on large MRI datasets generates subject-specific gray matter images from functional connectivity data, reporting improved similarity scores and schizophrenia-related regional differences.