Search Results for author: Simin Ma

Found 3 papers, 1 papers with code

Deep Attention Q-Network for Personalized Treatment Recommendation

1 code implementation4 Jul 2023 Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang

Tailoring treatment for individual patients is crucial yet challenging in order to achieve optimal healthcare outcomes.

Deep Attention reinforcement-learning

COVID-19 Hospitalizations Forecasts Using Internet Search Data

no code implementations3 Feb 2022 Tao Wang, Simin Ma, Soobin Baek, Shihao Yang

As the COVID-19 spread over the globe and new variants of COVID-19 keep occurring, reliable real-time forecasts of COVID-19 hospitalizations are critical for public health decision on medical resources allocations such as ICU beds, ventilators, and personnel to prepare for the surge of COVID-19 pandemics.

Decision Making Time Series +1

MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics

no code implementations27 May 2021 Chaofan Huang, Simin Ma, Shihao Yang

Ordinary differential equations (ODEs), commonly used to characterize the dynamic systems, are difficult to propose in closed-form for many complicated scientific applications, even with the help of domain expert.

Numerical Integration

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