Valentina Roquemen-Echeverri

According to our database, Valentina Roquemen-Echeverri authored at least 4 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

A physiologically-constrained neural network digital twin framework for replicating glucose dynamics in type 1 diabetes.

Valentina Roquemen-Echeverri, Taisa Kushner, Peter G. Jacobs, Clara Mosquera-Lopez

Neural Comput. Appl., April, 2026

2023

Combining uncertainty-aware predictive modeling and a bedtime <i>Smart Snack</i> intervention to prevent nocturnal hypoglycemia in people with type 1 diabetes on multiple daily injections.

Clara Mosquera-Lopez, Valentina Roquemen-Echeverri, Nichole S. Tyler, Susana R. Patton, Mark A. Clements, Corby K. Martin, Michael C. Riddell, Robin L. Gal, Melanie Gillingham, Leah M. Wilson, Jessica R. Castle, Peter G. Jacobs

J. Am. Medical Informatics Assoc., December, 2023

Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning.

Clara Mosquera-Lopez, Katrina L. Ramsey, Valentina Roquemen-Echeverri, Peter G. Jacobs

Comput. Biol. Medicine, March, 2023

2021

An AI-Powered Tool for Automatic Heart Sound Quality Assessment and Segmentation.

Valentina Roquemen-Echeverri, Peter G. Jacobs, Stephen Heitner, Peter M. Schulman, Bethany Wilson, Jorge Mahecha, Clara Mosquera-Lopez

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021