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Peter A. Wijeratne

1 accepted papers

2024

Unscrambling disease progression at scale: fast inference of event permutations with optimal transport

NeurIPS 2024poster

Disease progression models infer group-level temporal trajectories of change in patients' features as a chronic degenerative condition plays out. They provide unique insight into disease biology and staging systems with individual-level clinical utility. Discrete models consider disease progression…