Author name: Hongtao Hao, Joseph L. Austerweil

TEMPO: Transformers for Temporal Disease Progression from Cross-Sectional Data

Hongtao Hao, Joseph L. Austerweil / April 28, 2026

arXiv:2604.23368v1 Announce Type: new
Abstract: Event-Based Models (EBMs) infer biomarker progression from cross-sectional data but typically only as ordinal sequences and rely on rigid model assumptions. We propose \textsc{Tempo}, a Transformer archi…

cs.LG, stat.ME

Bayesian Event-Based Model for Disease Subtype and Stage Inference

Hongtao Hao, Joseph L. Austerweil / April 22, 2026

arXiv:2512.03467v2 Announce Type: replace
Abstract: Chronic diseases often progress differently across patients. Rather than randomly varying, there are typically a small number of subtypes for how a disease progresses across patients. To capture this…