Author

Davis Hobley

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Oct 2026

AutoAdapt: Reliable Few-Shot Adaptation under Clinical Distribution Shifts

Large pretrained clinical models provide a practical way to reuse learned prior knowledge across hospitals by adapting models to them. In practice, a target hospital may only have a small labeled patient cohort, a setting commonly referred to as few-shot adaptation. This requires making multiple decisions, such as whic...

Song Wang, Jie Peng, Davis Hobley et al. · 0 citations

#artificial intelligence Preprint Oct 2026

PatientWM: Towards Generalizable Clinical World Models via Unified Patient States

Clinical decisions depend on anticipating how a patient's condition will evolve as treatment is adjusted and new evidence becomes available. Existing medical world models capture patient-state evolution, but often define the evolving state around a particular modality or task, limiting reuse as inputs or prediction tar...

Zi-Wen Kan, Jie Peng, Bo Yan et al. · 0 citations