3D Computer Vision
Model Development
NIH Sponsored ($2.4M)
NeuroSynth-3D: Synthetic Brain MRI Generation
Lead Investigator: Prof. Michael Zhang
Executive Summary
Generative 3D diffusion models capable of producing privacy-preserving synthetic dataset extensions for rare neurodegenerative disease research.
Technology Stack & Domain Frameworks
Diffusion Models
3D Volumetric MRI
Synthetic Data
Methodology & Clinical Validation
Project Overview:
NeuroSynth-3D uses latent diffusion architectures tailored for 3D isotropic brain MRI volumes (T1w, T2w, FLAIR), eliminating data sharing bottlenecks in rare neurodegenerative disease studies.
Clinical Impact:
Provides high-fidelity, anatomically realistic brain scans with controlled ventricular enlargement and white matter hyperintensity lesions.