Artificial intelligence radiogenomics for advancing precision and effectiveness in oncologic care (Review).

ABSTRACT: The new era of artificial intelligence (AI) has introduced revolutionary data‑driven analysis paradigms that have led to significant advancements in information processing techniques in the context of clinical decision‑support systems. These advances have created unprecedented momentum in computational medical imaging applications and have given rise to new precision medicine research areas. Radiogenomics is a novel research field focusing on establishing associations between radiological features and genomic or molecular expression in order to shed light on the underlying disease mechanisms and enhance diagnostic procedures towards personalized medicine. The aim of the current review was to elucidate recent advances in radiogenomics research, focusing on deep learning with emphasis on rad

SUBMITTER: Trivizakis E 

PROVIDER: S-EPMC7252460 | biostudies-literature | 2020 Jul

REPOSITORIES: biostudies-literature