Search Results for author: Luis L. Fonseca

Found 3 papers, 2 papers with code

Control of Medical Digital Twins with Artificial Neural Networks

1 code implementation18 Mar 2024 Lucas Böttcher, Luis L. Fonseca, Reinhard C. Laubenbacher

A key technology for this purpose involves medical digital twins, computational models of human biology that can be personalized and dynamically updated to incorporate patient-specific data collected over time.

Surrogate Modeling and Control of Medical Digital Twins

1 code implementation8 Feb 2024 Luis L. Fonseca, Lucas Böttcher, Borna Mehrad, Reinhard C. Laubenbacher

The vision of personalized medicine is to identify interventions that maintain or restore a person's health based on their individual biology.

Forum on immune digital twins: a meeting report

no code implementations26 Oct 2023 Reinhard Laubenbacher, Fred Adler, Gary An, Filippo Castiglione, Stephen Eubank, Luis L. Fonseca, James Glazier, Tomas Helikar, Marti Jett-Tilton, Denise Kirschner, Paul Macklin, Borna Mehrad, Beth Moore, Virginia Pasour, Ilya Shmulevich, Amber Smith, Isabel Voigt, Thomas E. Yankeelov, Tjalf Ziemssen

If medical digital twins are to faithfully capture the characteristics of a patient's immune system, we need to answer many questions, such as: What do we need to know about the immune system to build mathematical models that reflect features of an individual?

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