Before revision: Computer Aided Diagnosis (CAD) tools are often needed for fast and accurate detection, characterization, and risk assessment of different tumors from radiology images. 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: Computer Aided Diagnosis (CAD) tools which can be made faster and more accurate. Tumor characterization through CADs can enable non-invasive cancer stage, prognosis, and personalized treatment planning as a part of precision medicine.