Radiogenomics in Colorectal Cancer
Bogdan Badic, Florent Tixier, Catherine Cheze Le Rest, Mathieu Hatt, Dimitris Visvikis
Abstract
The steady improvement of high-throughput technologies greatly facilitates the implementation of personalized precision medicine. Characterization of tumor heterogeneity through image-derived features-radiomics and genetic profile modifications-genomics, is a rapidly evolving field known as radiogenomics. Various radiogenomics studies have been dedicated to colorectal cancer so far, highlighting the potential of these approaches to enhance clinical decision-making. In this review, a general outline of colorectal radiogenomics literature is provided, discussing the current limitations and suggested further developments.
Topics & Concepts
RadiogenomicsColorectal cancerRadiomicsPersonalized medicinePrecision medicineComputer scienceGenomicsMedicineCancerBioinformaticsData scienceArtificial intelligencePathologyBiologyGenomeInternal medicineGeneticsGeneRadiomics and Machine Learning in Medical ImagingColorectal Cancer Screening and DetectionPancreatic and Hepatic Oncology Research