Patient Staging
Cross-source consensus on Patient Staging from 1 sources and 4 claims.
1 sources · 4 claims
How it works
Comparisons
Highlighted claims
- TEMPO had lower low-dimensional staging MAE than all baselines overall. — TEMPO: Transformers for Temporal Disease Progression from Cross-Sectional Data
- TEMPO's staging branch estimates abnormality probabilities conditioned on biomarker measurements, diagnosis labels, and event scores. — TEMPO: Transformers for Temporal Disease Progression from Cross-Sectional Data
- The patient Transformer uses cross-patient self-attention over abnormality-derived patient representations. — TEMPO: Transformers for Temporal Disease Progression from Cross-Sectional Data
- SA-EBM slightly outperformed TEMPO for staging in two uniform-prior ordinal experiments. — TEMPO: Transformers for Temporal Disease Progression from Cross-Sectional Data