Scientific Validation

Mathematical validity and biophysical foundations of the SereneAI architecture.

Multicentric Data Strategy

A core challenge in clinical AI is domain-shift decay. Our training pipelines handle heterogeneous inputs from dozens of independent clinical centers, standardizing topological properties to ensure the model performs robustly across different demographic profiles and hardware sensors.