{"id":"https://openalex.org/W4387207626","doi":"https://doi.org/10.1016/j.ijrobp.2023.06.344","title":"Multitask AI Models for the Joint Prediction of Overall Survival, Progression-Free Survival, and Death without Progression as a Composite Endpoint for LA-NSCLC Patients Treated with Chemoradiotherapy","display_name":"Multitask AI Models for the Joint Prediction of Overall Survival, Progression-Free Survival, and Death without Progression as a Composite Endpoint for LA-NSCLC Patients Treated with Chemoradiotherapy","publication_year":2023,"publication_date":"2023-09-29","ids":{"openalex":"https://openalex.org/W4387207626","doi":"https://doi.org/10.1016/j.ijrobp.2023.06.344"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijrobp.2023.06.344","doi":"https://doi.org/10.1016/j.ijrobp.2023.06.344","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijrobp.2023.06.344","pdf_url":"http://www.redjournal.org/article/S0360301623047788/pdf","source":{"id":"https://openalex.org/S110533041","display_name":"International Journal of Radiation Oncology*Biology*Physics","issn_l":"0360-3016","issn":["0360-3016","1879-355X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","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":"International Journal of Radiation Oncology*Biology*Physics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.redjournal.org/article/S0360301623047788/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100381299","display_name":"Sang Ho Lee","orcid":"https://orcid.org/0000-0002-4634-4904","observed_orcids":["https://orcid.org/0000-0002-4634-4904"]},"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":true,"raw_author_name":"S.H. Lee","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084574866","display_name":"Nikhil Yegya\u2010Raman","orcid":"https://orcid.org/0000-0003-4946-2348","observed_orcids":["https://orcid.org/0000-0003-4946-2348"]},"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":"N. Yegya-Raman","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102749827","display_name":"Lian Duan","orcid":"https://orcid.org/0000-0002-2578-2876","observed_orcids":["https://orcid.org/0000-0002-2578-2876"]},"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":"L. Duan","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059263705","display_name":"B. Li","orcid":null,"observed_orcids":[]},"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":"B. Li","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018361318","display_name":"C. Friedes","orcid":null,"observed_orcids":[]},"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":"C. Friedes","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012578394","display_name":"Michelle Iocolano","orcid":"https://orcid.org/0000-0002-6125-0754","observed_orcids":["https://orcid.org/0000-0002-6125-0754"]},"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":"M. Iocolano","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015684429","display_name":"Richard A. Caruana","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Caruana","raw_affiliation_strings":["Microsoft Research, Redmond, WA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075085778","display_name":"Aditya Apte","orcid":"https://orcid.org/0000-0001-8120-0669","observed_orcids":["https://orcid.org/0000-0001-8120-0669"]},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Apte","raw_affiliation_strings":["Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026159944","display_name":"Joseph O. Deasy","orcid":"https://orcid.org/0000-0002-9437-266X","observed_orcids":["https://orcid.org/0000-0002-9437-266X"]},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.O. Deasy","raw_affiliation_strings":["Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032267453","display_name":"Yong Fan A","orcid":"https://orcid.org/0000-0001-9869-4685","observed_orcids":["https://orcid.org/0000-0001-9869-4685","https://orcid.org/0000-0001-9977-6113"]},"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":"Y. Fan","raw_affiliation_strings":["Department of Radiology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110966804","display_name":"Gary D. Kao","orcid":"https://orcid.org/0000-0001-7465-024X","observed_orcids":["https://orcid.org/0000-0001-7465-024X"]},"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":"G.D. Kao","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035208282","display_name":"Steven Joel Feigenberg","orcid":"https://orcid.org/0000-0001-6179-0040","observed_orcids":["https://orcid.org/0000-0001-6179-0040"]},"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":"S.J. Feigenberg","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079985074","display_name":"Ying Xiao","orcid":"https://orcid.org/0000-0001-8558-6394","observed_orcids":["https://orcid.org/0000-0001-8558-6394"]},"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":"Y. Xiao","raw_affiliation_strings":["Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100381299"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":{"value":3900,"currency":"USD","value_usd":3900},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15721591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"117","issue":"2","first_page":"S54","last_page":"S54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.5264000296592712,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.5264000296592712,"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"}},{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.36039999127388,"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"}},{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.031300000846385956,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/locally-advanced-nsclc","display_name":"locally advanced non-small cell lung cancer","score":0.9819999933242798},{"id":"https://openalex.org/keywords/chemoradiotherapy","display_name":"chemoradiotherapy","score":0.9929999709129333},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"multi-task learning","score":0.7149999737739563},{"id":"https://openalex.org/keywords/overall-survival","display_name":"overall survival","score":0.9610000252723694},{"id":"https://openalex.org/keywords/progression-free-survival","display_name":"progression-free survival","score":1.0},{"id":"https://openalex.org/keywords/organ-at-risk-dosimetry","display_name":"organ-at-risk dosimetry","score":0.6729999780654907},{"id":"https://openalex.org/keywords/neural-additive-models","display_name":"neural additive models","score":0.7979999780654907},{"id":"https://openalex.org/keywords/lasso-feature-selection","display_name":"LASSO feature selection","score":0.7609999775886536},{"id":"https://openalex.org/keywords/treatment-outcome-prediction","display_name":"treatment outcome prediction","score":0.5529999732971191},{"id":"https://openalex.org/keywords/consolidation-immunotherapy","display_name":"consolidation immunotherapy","score":0.6830000281333923},{"id":"https://openalex.org/keywords/pd-l1-expression","display_name":"PD-L1 expression","score":0.968999981880188},{"id":"https://openalex.org/keywords/prognostic-model","display_name":"prognostic model","score":0.33899998664855957}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8805416822433472},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.6223212480545044},{"id":"https://openalex.org/C2780739268","wikidata":"https://www.wikidata.org/wiki/Q2112244","display_name":"Progression-free survival","level":3,"score":0.5937466025352478},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5884000062942505},{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.5321473479270935},{"id":"https://openalex.org/C203092338","wikidata":"https://www.wikidata.org/wiki/Q1340863","display_name":"Clinical endpoint","level":3,"score":0.5285010933876038},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.5263118743896484},{"id":"https://openalex.org/C2778424827","wikidata":"https://www.wikidata.org/wiki/Q5090613","display_name":"Chemoradiotherapy","level":3,"score":0.4795912802219391},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.27307963371276855},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.25837790966033936},{"id":"https://openalex.org/C3019894029","wikidata":"https://www.wikidata.org/wiki/Q332823","display_name":"Overall survival","level":2,"score":0.1877427101135254}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ijrobp.2023.06.344","doi":"https://doi.org/10.1016/j.ijrobp.2023.06.344","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijrobp.2023.06.344","pdf_url":"http://www.redjournal.org/article/S0360301623047788/pdf","source":{"id":"https://openalex.org/S110533041","display_name":"International Journal of Radiation Oncology*Biology*Physics","issn_l":"0360-3016","issn":["0360-3016","1879-355X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","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":"International Journal of Radiation Oncology*Biology*Physics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.ijrobp.2023.06.344","doi":"https://doi.org/10.1016/j.ijrobp.2023.06.344","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijrobp.2023.06.344","pdf_url":"http://www.redjournal.org/article/S0360301623047788/pdf","source":{"id":"https://openalex.org/S110533041","display_name":"International Journal of Radiation Oncology*Biology*Physics","issn_l":"0360-3016","issn":["0360-3016","1879-355X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","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":"International Journal of Radiation Oncology*Biology*Physics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.98580002784729}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8500000238418579}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387207626.pdf","grobid_xml":"https://content.openalex.org/works/W4387207626.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1987273470","https://openalex.org/W2142415310","https://openalex.org/W2910926762","https://openalex.org/W1666348496","https://openalex.org/W2892178176","https://openalex.org/W2343705100","https://openalex.org/W4385538113","https://openalex.org/W4224304085","https://openalex.org/W2546048320","https://openalex.org/W4285492859"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2025-10-10T00:00:00"}
