HUMBLE

Hamilton Uveal Melanoma Brachytherapy Long-term Estimator

An AI-Driven Prognostic Tool from the Hamilton Eye Institute


Predicted Survival

These results are probabilistic and should be interpreted in the context of clinical care.


Overall Survival

Compare the patient's curve to the broader patient population.

Mortality Cumulative Incidence

This chart shows cumulative probabilities of remaining alive, passing away from cancer-related causes, or passing away from other causes over a 10-year period.

Patient-Specific SHAP Analysis

SHAP Waterfall Plot

SHAP Waterfall Plot
Explains how each feature contributed to the predicted probability.

Survival Probabilities

1 Year, 5 Years, and 10 Years
Survival Endpoint 1 Year 5 Years 10 Years
Overall 96.12% 20.2% 8.79%
Recurrence-Free 98.43% 81.59% 77.67%
Enucleation-Free 93.81% 78.08% 65.44%

Metrics Summary

C-index and Integrated Brier Score (IBS)
Survival Model C-index IBS (5 years) IBS (10 years)
Overall Survival 0.813 0.049 0.091
Recurrence-Free 0.701 0.044 0.097
Enucleation-Free 0.768 0.062 0.107
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