Section: New Software and Platforms
Carcinom (Computer-Assisted Research about Cancer growth and INsights on Oncological Mechanisms)
Keywords: Cancer - Data modeling - Regression
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Functional Description A software for nonlinear regression of tumor growth and therapy models and statistical inference. This software is primarily designed to perform a modeling analysis of tumor growth kinetics. Given a data set of longitudinal measurements of tumor size in a population, it fits several models of tumor growth, computes several goodness-of-fit statistical metrics, identifies the parameters of the models and estimates the uncertainty associated to their determination. It provides several graphical and numerical outputs (in the form of LaTeX tables).