{"doi":"10.1016/j.ctro.2023.100616","title":"Artificial intelligence guided physician directive improves head and neck planning quality and practice Uniformity: A prospective study","abstract":"•AI dose predictor was fully integrated with treatment planning system and used as a physicain decision support tool to improve uniformity of practice.•Model was trained based on our standard of practice, but implemented at the time of expansion with 3 new physicians join the practice.•Phase 1 retrospective evaluation demonstrated the non-uniform practice among 3 MDs and only 52.9% frequency planner can achieve physicians' directives.•Significant improvement in practice uniformity of practice was observed after utilizing AI as DST and 80.4% frequency clinical plan can achieve AI-guided physician directives.","journal":"Clinical and Translational Radiation Oncology","year":2023,"id":357692,"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":12,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9497,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2023-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":280744,"name":"Rafe McBeth","orcid":"0000-0002-0924-6010","position":1,"is_corresponding":false},{"id":280741,"name":"Dan Nguyen","orcid":"0000-0002-9590-0655","position":2,"is_corresponding":false},{"id":1107477,"name":"Allen Yen","orcid":"0000-0002-8323-8617","position":3,"is_corresponding":false},{"id":1070135,"name":"Zipalkumar Trivedi","orcid":null,"position":4,"is_corresponding":false},{"id":767977,"name":"Dominic H. Moon","orcid":"0000-0001-9161-7783","position":5,"is_corresponding":false},{"id":1107909,"name":"Vlad Avkshtol","orcid":null,"position":6,"is_corresponding":false},{"id":395347,"name":"Dat T. Vo","orcid":"0000-0001-9088-7132","position":7,"is_corresponding":false},{"id":473868,"name":"David J. Sher","orcid":"0000-0003-3943-7480","position":8,"is_corresponding":false},{"id":280746,"name":"Steve Jiang","orcid":"0000-0002-3083-6752","position":9,"is_corresponding":false},{"id":283110,"name":"Mu‐Han Lin","orcid":"0000-0002-7992-5465","position":10,"is_corresponding":false},{"id":805958,"name":"Maryam Mashayekhi","orcid":null,"position":0,"is_corresponding":true}],"reference_count":36,"raw_metadata":null,"created_at":"2026-07-19T01:13:39.186262Z","pmid":"36968578","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":[]}