Before revision:  Due to this challenge, radiologists need computer aided diagnosis (CAD) systems to assist in learning discriminative imaging features corresponding to malignant and benign nodules.
After revision:  To address this challenge, radiologists need computer aided diagnosis (CAD) systems to assist in learning discriminative imaging features corresponding to malignant and benign nodules.