Generative AI models in time varying biomedical data: a systematic review (Preprint)
Rosemary Yuan He,
Varuni Sarwal,
Xinru Qiu
et al.
Abstract:BACKGROUND
Trajectory modeling is a longstanding challenge in the application of computational methods to healthcare. However, traditional statistical and machine learning methods do not achieve satisfactory results as they often fail to capture the complex underlying distributions of multi-modal health data, and long-term dependencies throughout patients’ medical histories. Recent advances in generative AI have provided powerful tools to represent complex distributions and patterns wit… Show more
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