{"doi":"10.3389/fonc.2021.639326","title":"Diagnostic Utility of Radiomics in Thyroid and Head and Neck Cancers","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.","journal":"Frontiers in Oncology","year":2021,"id":187895,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":17,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9484,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2021-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":435277,"name":"Kimberley-Jane C. Bonjoc","orcid":null,"position":1,"is_corresponding":false},{"id":748905,"name":"David Gorlin","orcid":null,"position":2,"is_corresponding":false},{"id":319133,"name":"Chi Wah Wong","orcid":null,"position":3,"is_corresponding":false},{"id":748906,"name":"Amirah Salem","orcid":null,"position":4,"is_corresponding":false},{"id":748907,"name":"Vincent La","orcid":null,"position":5,"is_corresponding":false},{"id":434644,"name":"Aleksandr Filippov","orcid":"0000-0003-4143-9725","position":6,"is_corresponding":false},{"id":196943,"name":"Abbas Chaudhry","orcid":null,"position":7,"is_corresponding":false},{"id":748908,"name":"Muhammad Imam","orcid":null,"position":9,"is_corresponding":false},{"id":434645,"name":"Ammar Chaudhry","orcid":"0000-0002-2126-0587","position":10,"is_corresponding":false},{"id":514804,"name":"Maryam Gul","orcid":"0009-0002-2267-7939","position":0,"is_corresponding":true}],"reference_count":109,"raw_metadata":null,"created_at":"2026-07-18T23:49:05.976005Z","pmid":"34307123","pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}