Developing a Framework for Multi-Scale Modeling of the Digital Patient: Insights from Current Status and Future Directions

C. Combs, Lubna Pinky, Chathurani Ranathunge, Sagar Patel, Taryn Cuper, Robert Armstrong, Robert Alpino

2023

Abstract

The Digital Patient is an analytic platform that has the potential to transform personal and public healthcare, pharmaceutical research, medical device development, and patient and professional education. It is the ultimate big data project in healthcare; however, its power will derive not from the volume of data, but from the successful and efficient integration of disparate sources of data into a validated and reliable computational model of combined biological processes, social context and treatment efficacy. That integration, successively, is largely dependent on the evolving theoretical approaches known as systems biology and physics-based modeling that lead to the successful meshing of multi-scale models.

Paper Citation

in Harvard Style

Combs C., Pinky L., Ranathunge C., Patel S., Cuper T., Armstrong R. and Alpino R. (2023). Developing a Framework for Multi-Scale Modeling of the Digital Patient: Insights from Current Status and Future Directions. In Proceedings of the 13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH; ISBN 978-989-758-668-2, SciTePress, pages 143-158. DOI: 10.5220/0012140700003546

in Bibtex Style

@conference{simultech23,
author={C. Combs and Lubna Pinky and Chathurani Ranathunge and Sagar Patel and Taryn Cuper and Robert Armstrong and Robert Alpino},
title={Developing a Framework for Multi-Scale Modeling of the Digital Patient: Insights from Current Status and Future Directions},
booktitle={Proceedings of the 13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH},
year={2023},
pages={143-158},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012140700003546},
isbn={978-989-758-668-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH
TI - Developing a Framework for Multi-Scale Modeling of the Digital Patient: Insights from Current Status and Future Directions
SN - 978-989-758-668-2
AU - Combs C.
AU - Pinky L.
AU - Ranathunge C.
AU - Patel S.
AU - Cuper T.
AU - Armstrong R.
AU - Alpino R.
PY - 2023
SP - 143
EP - 158
DO - 10.5220/0012140700003546
PB - SciTePress