Before revision:  Any improvement in robust and accurate image-based tumor characterization can assist in determining non-invasive cancer stage, prognosis, and  personalized treatment planning as a part of precision medicine.
After revision:  Any improvement in robust and accurate image-based tumor characterization can assist in determining non-invasive cancer stage, prognosis, and foster personalized treatment planning as a part of precision medicine.