{"id":"https://openalex.org/W2769728000","doi":"https://doi.org/10.1016/j.radonc.2017.10.014","title":"Clinical decision support of radiotherapy treatment planning: A data-driven machine learning strategy for patient-specific dosimetric decision making","display_name":"Clinical decision support of radiotherapy treatment planning: A data-driven machine learning strategy for patient-specific dosimetric decision making","publication_year":2017,"publication_date":"2017-11-20","ids":{"openalex":"https://openalex.org/W2769728000","doi":"https://doi.org/10.1016/j.radonc.2017.10.014","mag":"2769728000","pmid":"https://pubmed.ncbi.nlm.nih.gov/29162279"},"language":"en","primary_location":{"id":"doi:10.1016/j.radonc.2017.10.014","doi":"https://doi.org/10.1016/j.radonc.2017.10.014","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.radonc.2017.10.014","pdf_url":"http://www.thegreenjournal.com/article/S0167814017326543/pdf","source":{"id":"https://openalex.org/S144507673","display_name":"Radiotherapy and Oncology","issn_l":"0167-8140","issn":["0167-8140","1879-0887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radiotherapy and Oncology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.thegreenjournal.com/article/S0167814017326543/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080187590","display_name":"Gilmer Vald\u00e9s","orcid":"https://orcid.org/0000-0002-5842-5410","observed_orcids":["https://orcid.org/0000-0002-5842-5410"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gilmer Valdes","raw_affiliation_strings":["Department of Radiation Oncology, University of California, San Francisco, United States. Electronic address: gilmer.valdes@ucsf.edu","Department of Radiation Oncology, University of California, San Francisco, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of California, San Francisco, United States. Electronic address: gilmer.valdes@ucsf.edu","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Department of Radiation Oncology, University of California, San Francisco, United States","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067536094","display_name":"Charles B. Simone","orcid":"https://orcid.org/0000-0002-0867-3694","observed_orcids":["https://orcid.org/0000-0002-0867-3694"]},"institutions":[{"id":"https://openalex.org/I1315496137","display_name":"University of Maryland Medical Center","ror":"https://ror.org/00sde4n60","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1315496137","https://openalex.org/I14285509"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles B. Simone","raw_affiliation_strings":["University of Maryland Medical Center, Baltimore, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland Medical Center, Baltimore, United States","institution_ids":["https://openalex.org/I1315496137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081986582","display_name":"Josephine Chen","orcid":"https://orcid.org/0009-0009-5269-1927","observed_orcids":["https://orcid.org/0009-0009-5269-1927"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josephine Chen","raw_affiliation_strings":["Department of Radiation Oncology, University of California, San Francisco, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of California, San Francisco, United States","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064825362","display_name":"Alexander Lin","orcid":"https://orcid.org/0000-0003-1254-8324","observed_orcids":["https://orcid.org/0000-0003-1254-8324"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Lin","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, United States","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082685694","display_name":"Sue Sun Yom","orcid":"https://orcid.org/0000-0002-0779-7476","observed_orcids":["https://orcid.org/0000-0002-0779-7476"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sue S. Yom","raw_affiliation_strings":["Department of Radiation Oncology, University of California, San Francisco, United States; Department of Otolaryngology-Head and Neck Surgery, San Francisco, United States","Department of Otolaryngology-Head and Neck Surgery, San Francisco, United States","Department of Radiation Oncology, University of California, San Francisco, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of California, San Francisco, United States; Department of Otolaryngology-Head and Neck Surgery, San Francisco, United States","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Department of Otolaryngology-Head and Neck Surgery, San Francisco, United States","institution_ids":[]},{"raw_affiliation_string":"Department of Radiation Oncology, University of California, San Francisco, United States","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010485168","display_name":"Adam J. Pattison","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adam J. Pattison","raw_affiliation_strings":["Siris Medical, Redwood City, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siris Medical, Redwood City, United States","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113868546","display_name":"Colin M. Carpenter","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Colin M. Carpenter","raw_affiliation_strings":["Siris Medical, Redwood City, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siris Medical, Redwood City, United States","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049692719","display_name":"Timothy D. Solberg","orcid":"https://orcid.org/0000-0001-8829-7774","observed_orcids":["https://orcid.org/0000-0001-8829-7774"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy D. Solberg","raw_affiliation_strings":["Department of Radiation Oncology, University of California, San Francisco, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of California, San Francisco, United States","institution_ids":["https://openalex.org/I180670191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080187590"],"corresponding_institution_ids":["https://openalex.org/I180670191"],"apc_list":{"value":3770,"currency":"USD","value_usd":3770},"apc_paid":null,"fwci":10.7804,"has_fulltext":true,"cited_by_count":111,"citation_normalized_percentile":{"value":0.9924208,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"125","issue":"3","first_page":"392","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.00989999994635582,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clinical-decision-support-systems","display_name":"clinical decision support systems","score":0.8759999871253967},{"id":"https://openalex.org/keywords/radiotherapy-treatment-planning","display_name":"radiotherapy treatment planning","score":0.996999979019165},{"id":"https://openalex.org/keywords/classifiers","display_name":"machine learning classifiers","score":0.6460000276565552},{"id":"https://openalex.org/keywords/lung-cancer-radiotherapy","display_name":"lung cancer radiotherapy","score":0.734000027179718},{"id":"https://openalex.org/keywords/proton-therapy","display_name":"proton therapy","score":0.7789999842643738},{"id":"https://openalex.org/keywords/photon-therapy","display_name":"photon therapy","score":0.6209999918937683},{"id":"https://openalex.org/keywords/chest-wall-dose","display_name":"chest wall dose","score":0.8949999809265137},{"id":"https://openalex.org/keywords/patient-specific-dosimetry","display_name":"patient-specific dosimetry","score":0.6579999923706055},{"id":"https://openalex.org/keywords/treatment-plan-selection","display_name":"treatment plan selection","score":0.5260000228881836}],"concepts":[{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.604901134967804},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.593052864074707},{"id":"https://openalex.org/C201645570","wikidata":"https://www.wikidata.org/wiki/Q830637","display_name":"Radiation treatment planning","level":3,"score":0.5790162086486816},{"id":"https://openalex.org/C2779244869","wikidata":"https://www.wikidata.org/wiki/Q507667","display_name":"Proton therapy","level":3,"score":0.5315677523612976},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.49752286076545715},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.48827075958251953},{"id":"https://openalex.org/C3018411727","wikidata":"https://www.wikidata.org/wiki/Q3867488","display_name":"Head and neck","level":2,"score":0.4862450659275055},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.45672470331192017},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.44832271337509155},{"id":"https://openalex.org/C2776530083","wikidata":"https://www.wikidata.org/wiki/Q1783924","display_name":"Head and neck cancer","level":3,"score":0.41763097047805786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3613295555114746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3440369963645935},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.23123836517333984},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.201241135597229},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009959","descriptor_name":"Oropharyngeal Neoplasms","qualifier_ui":"Q000532","qualifier_name":"radiotherapy","is_major_topic":true},{"descriptor_ui":"D011880","descriptor_name":"Radiotherapy Planning, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.radonc.2017.10.014","doi":"https://doi.org/10.1016/j.radonc.2017.10.014","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.radonc.2017.10.014","pdf_url":"http://www.thegreenjournal.com/article/S0167814017326543/pdf","source":{"id":"https://openalex.org/S144507673","display_name":"Radiotherapy and Oncology","issn_l":"0167-8140","issn":["0167-8140","1879-0887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radiotherapy and Oncology","raw_type":"journal-article"},{"id":"pmid:29162279","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29162279","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1016/j.radonc.2017.10.014","doi":"https://doi.org/10.1016/j.radonc.2017.10.014","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.radonc.2017.10.014","pdf_url":"http://www.thegreenjournal.com/article/S0167814017326543/pdf","source":{"id":"https://openalex.org/S144507673","display_name":"Radiotherapy and Oncology","issn_l":"0167-8140","issn":["0167-8140","1879-0887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radiotherapy and Oncology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.98580002784729,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2769728000.pdf","grobid_xml":"https://content.openalex.org/works/W2769728000.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1532426475","https://openalex.org/W1678356000","https://openalex.org/W1804185641","https://openalex.org/W1963932209","https://openalex.org/W1996796871","https://openalex.org/W1998169483","https://openalex.org/W2012012103","https://openalex.org/W2043054410","https://openalex.org/W2047103489","https://openalex.org/W2056734074","https://openalex.org/W2064828469","https://openalex.org/W2068943445","https://openalex.org/W2069340802","https://openalex.org/W2078998933","https://openalex.org/W2084548139","https://openalex.org/W2108378525","https://openalex.org/W2122993411","https://openalex.org/W2125401374","https://openalex.org/W2131034218","https://openalex.org/W2136716437","https://openalex.org/W2146937987","https://openalex.org/W2472443435","https://openalex.org/W2496177076","https://openalex.org/W2520254651","https://openalex.org/W2523522651","https://openalex.org/W2558685994"],"related_works":["https://openalex.org/W2895960378","https://openalex.org/W2758555359","https://openalex.org/W3201512974","https://openalex.org/W2340337762","https://openalex.org/W4416759296","https://openalex.org/W2735844031","https://openalex.org/W4362471026","https://openalex.org/W4361282544","https://openalex.org/W4297346163","https://openalex.org/W1964226676"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2017-12-04T00:00:00"}