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Alison Q O'Neil

2 accepted papers

2023

Controllable Chest X-Ray Report Generation from Longitudinal Representations

EMNLP 2023long findings

Radiology reports are detailed text descriptions of the content of medical scans. Each report describes the presence/absence and location of relevant clinical findings, commonly including comparison with prior exams of the same patient to describe how they evolved. Radiology reporting is a time-cons…

Cited by 0SourceScholar
2023

Diffusion Models for Causal Discovery via Topological Ordering

ICLR 2023poster

Discovering causal relations from observational data becomes possible with additional assumptions such as considering the functional relations to be constrained as nonlinear with additive noise (ANM). Even with strong assumptions, causal discovery involves an expensive search problem over the space…