[图书][B] The role of model integration in complex systems modelling: An example from cancer biology

M Patel, S Nagl - 2010 - books.google.com
Model integration–the process by which different modelling efforts can be brought together
to simulate the target system–is a core technology in the field of Systems Biology. In the work …

[PDF][PDF] A multiscale agent-based model for the simulation of avascular tumour growth

J Lepagnot, G Hutzler - Journal of Biological Physics and Chemistry, 2009 - academia.edu
Complex systems are characterized by the dynamic interaction of numerous and
heterogeneous entities, at various temporal and spatial scales, leading to nonlinear …

[PDF][PDF] Hybrid data-based modelling in oncology: successes, challenges and hopes

A Stéphanou, P Ballet, G Powathil - Mathematical Modelling of …, 2020 - mmnp-journal.org
In this opinion paper we make the statement that hybrid models in oncology are required as
a mean for enhanced data integration. In the context of systems oncology, experimental and …

Cancer systems biology

D Faratian, JL Bown, VA Smith, SP Langdon… - Systems Biology in Drug …, 2010 - Springer
Cancer is a complex and heterogeneous disease, not only at a genetic and biochemical
level, but also at a tissue, organism, and population level. Multiple data streams, from …

Mathematical models of cancer

M Patel, S Nagl - Cancer bioinformatics: from therapy design to …, 2006 - Wiley Online Library
Modelling and simulation are indispensable for the study of biological systems as dynamical
ensembles, made up of a large number of interacting components and exhibiting complex …

Investigating mathematical models of immuno-interactions with early-stage cancer under an agent-based modelling perspective

GP Figueredo, PO Siebers, U Aickelin - BMC bioinformatics, 2013 - Springer
Many advances in research regarding immuno-interactions with cancer were developed
with the help of ordinary differential equation (ODE) models. These models, however, are …

Some mathematical modelling challenges and approaches in cancer

PK Maini, RA Gatenby - Cancer bioinformatics: from therapy …, 2006 - Wiley Online Library
Over the past several decades an intense, primarily experimental, scientific effort has
yielded remarkable increases in our understanding of tumour biology. In 2003 alone over …

Hybrid modeling frameworks of tumor development and treatment

IM Chamseddine, KA Rejniak - Wiley Interdisciplinary Reviews …, 2020 - Wiley Online Library
Tumors are complex multicellular heterogeneous systems comprised of components that
interact with and modify one another. Tumor development depends on multiple factors …

Enhancing model reuse via component-centered modeling frameworks: the vision and example realizations

M Donatelli, I Cerrani, D Fanchini, D Fumagalli… - 2012 - scholarsarchive.byu.edu
Abstract Model frameworks have represented a substantial step forward with respect to
monolithic implementations of biophysical models. However, the diffusion of such …

[PDF][PDF] The TUMOR project: integrating cancer model repositories for supporting predictive oncology

V Sakkalis, K Marias, G Stamatakos… - Abstract Booklet for …, 2012 - academia.edu
In order to perform in silico modeling of cancer there is a need to study the various phases
and scales describing different levels of biocomplexity using mathematical modeling and …