DeepMeds

DeepGAD™ Technology

Our AI synthesizes full-dose-equivalent images from just 20% contrast volume while preserving diagnostic quality.

How It Works

DeepGAD™ combines pre-contrast and low-dose (20%) post-contrast MRI sequences with our proprietary deep learning architecture to generate full-dose-equivalent images.

CycleGAN-based Architecture

Adversarial training with cycle-consistency loss for stable, high-fidelity synthesis

Robust Preprocessing

Skull-stripping, registration, and intensity normalization ensure consistent inputs

20% Dose Input

Low dose MRI input

DeepGAD™ Output

AI enhanced MRI output

Technical Specifications

AI Model

  • CycleGAN-based architecture with perceptual loss
  • Trained on 4,000+ brain MRI studies
  • Sub-mm resampling preserves lesion fidelity

Deployment

  • Containerized stateless inference
  • Encrypted data handling (HIPAA compliant)
  • Kubernetes orchestration