[HTML][HTML] Cancer modeling: From mechanistic to data-driven approaches, and from fundamental insights to clinical applications

S Bekisz, L Geris - Journal of Computational Science, 2020 - Elsevier
Cancer is still one of the major causes of death worldwide. Even if its comprehension is
improving continuously, the complexity and heterogeneity of this group of diseases …

Targeted cancer treatment in silico

NL Komarova, D Wodarz - Model. Simul. Sci. Eng. Technol., Springer, 2014 - Springer
The effective treatment of cancer, resulting in long-term remission, is not yet seen in the
majority of patients. Cancer is a complex set of diseases that can occur in a variety of …

In silico cancer modeling: is it ready for prime time?

TS Deisboeck, L Zhang, J Yoon, J Costa - Nature Clinical Practice …, 2009 - nature.com
At the dawn of the era of personalized, systems-driven medicine, computational or in silico
modeling and the simulation of disease processes is becoming increasingly important for …

In silico cancer research towards 3R

C Jean-Quartier, F Jeanquartier, I Jurisica, A Holzinger - BMC cancer, 2018 - Springer
Background Improving our understanding of cancer and other complex diseases requires
integrating diverse data sets and algorithms. Intertwining in vivo and in vitro data and in …

Mathematical modeling of tumor growth and treatment

H Enderling, M AJ Chaplain - Current pharmaceutical design, 2014 - ingentaconnect.com
Using mathematical models to simulate dynamic biological processes has a long history.
Over the past couple of decades or so, quantitative approaches have also made their way …

In silico models of cancer

LB Edelman, JA Eddy, ND Price - … Reviews: Systems Biology …, 2010 - Wiley Online Library
Cancer is a complex disease that involves multiple types of biological interactions across
diverse physical, temporal, and biological scales. This complexity presents substantial …

Cancer systems biology: embracing complexity to develop better anticancer therapeutic strategies

W Du, O Elemento - Oncogene, 2015 - nature.com
The transformation of normal cells into cancer cells and maintenance of the malignant state
and phenotypes are associated with genetic and epigenetic deregulations, altered cellular …

The technologically integrated oncosimulator: combining multiscale cancer modeling with information technology in the in silico oncology context

G Stamatakos, D Dionysiou, A Lunzer… - IEEE Journal of …, 2013 - ieeexplore.ieee.org
This paper outlines the major components and function of the technologically integrated
oncosimulator developed primarily within the Advancing Clinico Genomic Trials on Cancer …

Blackboard to bedside: a mathematical modeling bottom-up approach toward personalized cancer treatments

S Hamis, GG Powathil, MAJ Chaplain - JCO clinical cancer …, 2019 - ascopubs.org
Cancers present with high variability across patients and tumors; thus, cancer care, in terms
of disease prevention, detection, and control, can highly benefit from a personalized …

Mathematical modeling of cancer: the future of prognosis and treatment

V Quaranta, AM Weaver, PT Cummings… - Clinica Chimica …, 2005 - Elsevier
BACKGROUND: Cancer research has undergone radical changes in the past few years.
Producing information both at the basic and clinical levels is no longer the issue. Rather …