← Back to work
ml
Artrya — FDA Cardiac AI
Two FDA 510(k)-cleared models for coronary artery disease.
Overview
Led ML model development and clinical MLOps for two FDA 510(k)-cleared AI models (stenosis estimation + plaque classification). 3D CNN attention architectures on coronary CT analysis.
Highlights
- FDA 510(k)
- 3D CNN
- Cardiac imaging
Stack
PyTorchTensorFlowSageMakerMLflow3D CNNs