C
CAPA
Try it

Transplant Risk Prediction

Enter donor and recipient HLA alleles to generate competing-risk cumulative incidence curves for GvHD, relapse, and TRM.

HLA Typing

Standard IPD-IMGT/HLA notation, e.g. A*02:01. Type to filter suggestions.

Donor
stem-cell donor
Recipient
transplant recipient

Research prototype only. CAPA is trained on 187 paediatric patients (UCI BMT). Results are not validated for clinical use.

What you'll receive

1

Risk score cards

Low / Medium / High classification for GvHD, relapse, and TRM with exact percentages at day 100, 365, and 730.

2

CIF curves

Cumulative incidence functions over 730 days, one curve per competing event.

3

Attention heatmap

Cross-attention weights showing which donor–recipient locus pairs drive the model's prediction.