DeepMeds

Clinical Evidence

Prospective multi-center reader study demonstrates DeepGAD™ maintains diagnostic quality with 80% less gadolinium.

Key Findings

Non-Inferior Diagnostic Performance

Blinded neuroradiologist assessment (n=3) showed no significant difference in border delineation, internal morphology, or contrast enhancement between DeepGAD™ and full-dose images.

Improved Signal Characteristics

Higher SNR (32.4 vs 28.1, p<0.05) and vessel conspicuity compared to full-dose images.

Quantitative Metrics

86%
SSIM ±12.1
27 dB
PSNR ±3
101
Cases
3
Readers

Prospective multi-center study, 2024

Case Examples

Meningioma

Meningioma case

Equivalent dural tail and enhancement pattern visualization

Metastasis

Metastasis case

Improved perilesional edema conspicuity

AVM

AVM case

Enhanced feeding vessel delineation