Carez AI Blog | Thoughts on Synthetic Imaging, AI Models & the Future of Healthcare

Carez AI Blog

Notes on synthetic imaging, model development & AI's role in healthcare

What Is Synthetic Medical Imaging?

A 101 guide on synthetic medical imaging.

7 min read

2D vs 3D Imaging: What AI Models Really Need

When does dimension matter most? Practical tradeoffs and how it affects AI training.

Coming soon

Why Real Data Isn’t Enough

Real-world data is messy, biased, and hard to scale. Synthetic fixes the bottleneck.

Coming soon

How Synthetic Imaging Speeds Up FDA Approval

Using synthetic datasets to test, validate and meet regulatory milestones faster.

Coming soon