title: Radiomic Phenotyping in Brain Cancer to Unravel Hidden Information in Medical Images.
abstract: Radiomics is a new area of research in the field of imaging with tremendous potential to unravel the hidden information in digital images. The scope of radiology has grown exponentially over the last two decades; since the advent of radiomics, many quantitative imaging features can now be extracted from medical images through high-throughput computing, and these can be converted into mineable data that can help in linking imaging phenotypes with clinical data, genomics, proteomics, and other "omics" information. In cancer, radiomic imaging analysis aims at extracting imaging features embedded in the imaging data, which can act as a guide in the disease or cancer diagnosis, staging and planning interventions for treating patients, monitor patients on therapy, predict treatment response, and determine patient outcomes.
authors.affiliation: *Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center †Department of Neurosurgery, Baylor College of Medicine ‡Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX.
authors.forename: Srishti
authors.initials: S
authors.lastname: Abrol
authors.forename: Aikaterini
authors.initials: A
authors.lastname: Kotrotsou
authors.forename: Ahmed
authors.initials: A
authors.lastname: Salem
authors.forename: Pascal O
authors.initials: PO
authors.lastname: Zinn
authors.forename: Rivka R
authors.initials: RR
authors.lastname: Colen
mesh_terms: D014408:Biomarkers, Tumor / Q000235:genetics*; D001932:Brain Neoplasms / Q000175:diagnosis* / Q000235:genetics*; D003952:Diagnostic Imaging / Q000379:methods; D005819:Genetic Markers / Q000235:genetics; D020022:Genetic Predisposition to Disease / Q000235:genetics; D005820:Genetic Testing / Q000379:methods; D023281:Genomics / Q000379:methods; D006801:Humans; D008279:Magnetic Resonance Imaging / Q000379:methods*; D057054:Molecular Imaging / Q000379:methods*; D010641:Phenotype; D057285:Precision Medicine / Q000379:methods*; D011871:Radiology / Q000379:methods
chemical_list: D014408:Biomarkers, Tumor; D005819:Genetic Markers