AUTHOR=Gul Maryam , Bonjoc Kimberley-Jane C. , Gorlin David , Wong Chi Wah , Salem Amirah , La Vincent , Filippov Aleksandr , Chaudhry Abbas , Imam Muhammad H. , Chaudhry Ammar A. TITLE=Diagnostic Utility of Radiomics in Thyroid and Head and Neck Cancers JOURNAL=Frontiers in Oncology VOLUME=11 YEAR=2021 URL=https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2021.639326 DOI=10.3389/fonc.2021.639326 ISSN=2234-943X ABSTRACT=
Radiomics is an emerging field in radiology that utilizes advanced statistical data characterizing algorithms to evaluate medical imaging and objectively quantify characteristics of a given disease. Due to morphologic heterogeneity and genetic variation intrinsic to neoplasms, radiomics have the potential to provide a unique insight into the underlying tumor and tumor microenvironment. Radiomics has been gaining popularity due to potential applications in disease quantification, predictive modeling, treatment planning, and response assessment – paving way for the advancement of personalized medicine. However, producing a reliable radiomic model requires careful evaluation and construction to be translated into clinical practices that have varying software and/or medical equipment. We aim to review the diagnostic utility of radiomics in otorhinolaryngology, including both cancers of the head and neck as well as the thyroid.