ICD-10-GM Endpoint Prediction on MMRF CoMMpass external IA24 (val)
0.691AUROC (Median)Transformer-based health forecaster
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Transformer-based health forecasterEndpoint=All-cause mortality, N (number of positive samples)=1582, Evaluation Protocol=Zero-shot external validation (without finetuning)2026.06 | 0.691 | 0.677 | 0.704 | 0.324 | |
| Transformer-based health forecasterEndpoint=M89.55 (Osteolysis, femur), N (number of positive samples)=1378, Evaluation Protocol=Zero-shot external validation (without finetuning)2026.06 | 0.595 | 0.56 | 0.631 | 0.243 | |
| Transformer-based health forecasterEndpoint=M89.59 (Osteolysis, unspec. site), N (number of positive samples)=1378, Evaluation Protocol=Zero-shot external validation (without finetuning)2026.06 | 0.553 | 0.514 | 0.587 | 0.227 |