Search Results for author: Nicole Fronda

Found 2 papers, 1 papers with code

Differentiable Inference of Temporal Logic Formulas

1 code implementation10 Aug 2022 Nicole Fronda, Houssam Abbas

There is great interest in learning formal specifications that characterize the ideal behavior of such systems -- that is, formulas in temporal logic that are satisfied by the system's output signals.

Predicting Individual Responses to Vasoactive Medications in Children with Septic Shock

no code implementations15 Jan 2019 Nicole Fronda, Jessica Asencio, Cameron Carlin, David Ledbetter, Melissa Aczon, Randall Wetzel, Barry Markovitz

Conclusion: This initial attempt in pediatric critical care to predict individual physiologic responses to vasoactive dose changes in children with septic shock demonstrated an RNN model showed some improvement over a linear model.

Holdout Set regression +1

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