Title
Employing In-Vivo Molecular Imaging In Simulating And Validating Tumor Growth
Abstract
During the last decades, especially via the EU initiative related to the Virtual Physiological Human, significant progress has been made in advancing "in-silico" computational models to produce accurate and reliable tumor growth simulations. However, currently most attempts to validate the outcome of the models are either done in-vitro or ex-vivo after tumor resection. In this work, we incorporate information provided by fluorescence molecular tomography performed in-vivo into a mathematical model that describes tumor growth. The outcome is validated against tumor evolution snapshots captured in-vivo using advanced molecular probes in laboratory animals. The simulations are inline with the actual in-vivo growth and although alternative modeling parameters can lead to similar results challenging for additional microscopic information and imaging modalities to drive the in-silico models, they all show that hypoxia plays a dominant role in the evolution of the tumor under study.
Year
DOI
Venue
2013
10.1109/EMBC.2013.6610803
2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Keywords
Field
DocType
fluorescence,virtual physiological human,molecular biophysics,cancer,mathematical model,tomography,hypoxia
Biomedical engineering,Computer science,Resection,Virtual Physiological Human,In vivo,Artificial intelligence,Optical tomography,Computational biology,Molecular imaging,Computer vision,Computational model,Molecular biophysics,Fluorescence molecular tomography
Conference
Volume
ISSN
Citations 
2013
1557-170X
1
PageRank 
References 
Authors
0.40
1
9