{"doi":"10.21037/cco.2020.01.02","title":"Real-world applications of deep convolutional neural networks in diagnostic cancer imaging","abstract":"Ultrasound is integral to the management of thyroid nodules. However, the interpretation of thyroid ultrasound studies is time- and training-intensive and has inherent inter-observer inconsistencies, resulting in a decrement in its positive predictive value (1). Compounding these limitations, fine-needle aspiration (FNA) yields 15% to 30% cytologically indeterminate nodules, which often leads to unnecessary diagnostic surgeries (2).","journal":"Chinese Clinical Oncology","year":2020,"id":114248,"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":1,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9498,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2020-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":537698,"name":"Pei Yang","orcid":"0000-0001-6566-8114","position":1,"is_corresponding":false},{"id":261751,"name":"Mohamed E. Abazeed","orcid":"0000-0002-6614-4440","position":2,"is_corresponding":false},{"id":400284,"name":"Chirag Shah","orcid":"0000-0002-9295-5554","position":3,"is_corresponding":false},{"id":351182,"name":"Abdallah Mohamed","orcid":"0000-0003-2064-7613","position":4,"is_corresponding":false},{"id":437264,"name":"Charles R. Thomas","orcid":"0000-0003-2198-8962","position":5,"is_corresponding":false},{"id":295555,"name":"Clifton D. Fuller","orcid":"0000-0002-5264-3994","position":6,"is_corresponding":false},{"id":437563,"name":"Reid F. Thompson","orcid":"0000-0003-3661-5296","position":7,"is_corresponding":false},{"id":295554,"name":"Hesham Elhalawani","orcid":"0000-0001-9848-2623","position":0,"is_corresponding":true}],"reference_count":8,"raw_metadata":null,"created_at":"2026-07-18T23:13:29.674622Z","pmid":"32036673","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":[]}