CITADEL Lab

Computational Immunology & Transplant AI Data Engineering Lab

About the Lab

CITADEL Lab is dedicated to advancing precision transplantation through computational immunology, calibrated machine learning, causal inference, and immune-driven data engineering. Our vision is to build a global architecture for individualized transplant decision-making.

Scientific Focus

Computational immunology & immune reconstruction modeling
AI for transplant outcomes (AML, ALL, GVHD, graft failure)
Causal inference for conditioning & GVHD prophylaxis
Model calibration (RSF, isotonic regression, SHAP)
Data engineering for donor registries & transplant pipelines
Translational clinical decision-support tools

Flagship Projects

Pediatric AML/ALL calibrated survival models
DRI + machine-learning fusion architecture
National donor registry data engineering
Immune-AI for CMV & GVHD
SCALA framework for transplant decision balance
Causal models for MMUD & PTCy optimization