CAD (COMPUTER-AIDED DECISION) SUPPORT FOR MEDICAL IMAGING USING MACHINE LEARNING TO ADAPT CAD PROCESS WITH KNOWLEDGE COLLECTED DURING ROUTINE USE OF CAD SYSTEM

摘要

CAD (computer-aided decision) support systems, methods and tools for medicalimaging are provided, which use machine learning classification for automateddetection and marking of regions of interest in medical images. Machinelearning methods are used for adapting/optimizing a CAD process by seamlesslyincorporating physician knowledge into the CAD process using training datathat is obtained during routine use of the CAD system.