{"id":"https://openalex.org/W4409799188","doi":"https://doi.org/10.1016/j.radonc.2025.110902","title":"Personalized radiotherapy doses from the integration of mathematical oncology and machine learning","display_name":"Personalized radiotherapy doses from the integration of mathematical oncology and machine learning","publication_year":2025,"publication_date":"2025-04-25","ids":{"openalex":"https://openalex.org/W4409799188","doi":"https://doi.org/10.1016/j.radonc.2025.110902","pmid":"https://pubmed.ncbi.nlm.nih.gov/40288688"},"language":"en","primary_location":{"id":"doi:10.1016/j.radonc.2025.110902","doi":"https://doi.org/10.1016/j.radonc.2025.110902","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.radonc.2025.110902","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072668637","display_name":"Mohammad U. Zahid","orcid":"https://orcid.org/0000-0003-4893-4462","observed_orcids":["https://orcid.org/0000-0003-4893-4462"]},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mohammad U. Zahid","raw_affiliation_strings":["Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Institute for Data Science in Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: muzahid@mdanderson.org"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Institute for Data Science in Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: muzahid@mdanderson.org","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014796235","display_name":"Heiko Enderling","orcid":"https://orcid.org/0000-0002-9696-6410","observed_orcids":["https://orcid.org/0000-0002-9696-6410"]},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Heiko Enderling","raw_affiliation_strings":["Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Institute for Data Science in Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: henderling@mdanderson.org"],"raw_orcid":"https://orcid.org/0000-0002-9696-6410","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Institute for Data Science in Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. Electronic address: henderling@mdanderson.org","institution_ids":["https://openalex.org/I1343551460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014796235","https://openalex.org/A5072668637"],"corresponding_institution_ids":["https://openalex.org/I1343551460"],"apc_list":{"value":3770,"currency":"USD","value_usd":3770},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05836286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"208","issue":null,"first_page":"110902","last_page":"110902"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9585000276565552,"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":0.9585000276565552,"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/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.017999999225139618,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11176","display_name":"Radiation Therapy and Dosimetry","score":0.013100000098347664,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/personalized-radiotherapy","display_name":"personalized radiotherapy","score":0.8379999995231628},{"id":"https://openalex.org/keywords/head-and-neck-cancer","display_name":"head and neck cancer","score":0.9850000143051147},{"id":"https://openalex.org/keywords/mathematical-oncology","display_name":"mathematical oncology","score":0.8999999761581421},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7839999794960022},{"id":"https://openalex.org/keywords/locoregional-control","display_name":"locoregional control","score":0.8600000143051147},{"id":"https://openalex.org/keywords/organs-at-risk-dose-reduction","display_name":"organs at risk dose reduction","score":0.7070000171661377}],"concepts":[{"id":"https://openalex.org/C2992520072","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation oncology","level":3,"score":0.6669182777404785},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.5632156133651733},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.48163384199142456},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.47835463285446167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4171045422554016},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3834523558616638},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.34001076221466064}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.radonc.2025.110902","doi":"https://doi.org/10.1016/j.radonc.2025.110902","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.radonc.2025.110902","pdf_url":null,"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:40288688","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40288688","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":"Letter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.98580002784729,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000899198","display_name":"Predict radiation-induced shifts in patient-specific tumor immune ecosystem composition to harness immunological consequences of radiotherapy","funder_award_id":"U01CA244100","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1512206713","https://openalex.org/W2167076800","https://openalex.org/W2609535107","https://openalex.org/W2938305903","https://openalex.org/W2948644893","https://openalex.org/W2962150852","https://openalex.org/W2963655326","https://openalex.org/W3163193765","https://openalex.org/W3171645542","https://openalex.org/W3210290895","https://openalex.org/W4206482516","https://openalex.org/W4311500175","https://openalex.org/W4408422442"],"related_works":["https://openalex.org/W3210290895","https://openalex.org/W4408422442","https://openalex.org/W3180327319","https://openalex.org/W3011422152","https://openalex.org/W3208664874","https://openalex.org/W7214337748","https://openalex.org/W4414574290","https://openalex.org/W2889655756","https://openalex.org/W4402906876","https://openalex.org/W1975653964"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-04-26T00:00:00"}
