Time-to-Event Prediction
13 papers with code • 0 benchmarks • 2 datasets
Benchmarks
These leaderboards are used to track progress in Time-to-Event Prediction
GBSG2
Most implemented papers
Using Geographic Location-based Public Health Features in Survival Analysis
Time elapsed till an event of interest is often modeled using the survival analysis methodology, which estimates a survival score based on the input features.
Transformer-based Time-to-Event Prediction for Chronic Kidney Disease Deterioration
dviraran/strafe
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Deep-learning techniques, particularly the transformer model, have shown great potential in enhancing the prediction performance of longitudinal health records.
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank Regression
The proposed method is a semiparametric approach to AFT modeling that does not impose any distributional assumptions on the survival time distribution.
