Modelling Clinical Outcomes
We develop and validate data-driven models that connect clinical, imaging, biological, and treatment-related variables with oncology outcomes.
ComputationalModelling forOncologyNeedsLab
Oncology data science, radiobiology, quantitative imaging, and in-silico modelling at the National Cancer Institute of Milan.
About The Lab
We are based at the National Cancer Institute of Milan, Fondazione IRCCS Istituto Nazionale dei Tumori, in the Data Science Unit.
CMON Lab includes physicists, engineers, mathematicians, statisticians, and research assistants working in oncology studies for modelling clinical outcomes.
The main research focus is radiobiology, with a strong interest in quantitative imaging and biological characteristics describing mechanisms involved in treatment reactions. Proof of mechanisms is also tested through in-silico simulations.
What We Work On
Quantitative Imaging
We study imaging-derived parameters that can describe measurable, interpretable features associated with treatment response and toxicity.
In-Silico Simulations
We use computational simulations to test mechanisms and support hypotheses emerging from clinical and translational data.
