{"id":"https://openalex.org/W7214366204","doi":"https://doi.org/10.1016/j.ijrobp.2026.06.013","title":"Multimodal Modeling of Detailed Cancer Subtypes and Molecular Features from >60,000 Patients with Co-Registered H&E Images and Clinical Tumor Sequencing","display_name":"Multimodal Modeling of Detailed Cancer Subtypes and Molecular Features from >60,000 Patients with Co-Registered H&E Images and Clinical Tumor Sequencing","publication_year":2026,"publication_date":"2026-09-01","ids":{"openalex":"https://openalex.org/W7214366204","doi":"https://doi.org/10.1016/j.ijrobp.2026.06.013"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijrobp.2026.06.013","doi":"https://doi.org/10.1016/j.ijrobp.2026.06.013","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijrobp.2026.06.013","pdf_url":null,"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","is_traditional":true,"indexed_in":["crossref"],"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/A5152857643","display_name":"K.M. Boehm","orcid":null,"observed_orcids":[]},"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":"K.M. Boehm","raw_affiliation_strings":["Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028916151","display_name":"Madison Darmofal","orcid":"https://orcid.org/0000-0002-0740-7431","observed_orcids":["https://orcid.org/0000-0002-0740-7431"]},"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":"M. Darmofal","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152796226","display_name":"A. Aukerman","orcid":null,"observed_orcids":[]},"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. Aukerman","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152948288","display_name":"A. Pasha","orcid":null,"observed_orcids":[]},"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. Pasha","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152787430","display_name":"R. Lim","orcid":null,"observed_orcids":[]},"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":"R. Lim","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086791063","display_name":"Tom Pollard","orcid":"https://orcid.org/0000-0002-5676-7898","observed_orcids":["https://orcid.org/0000-0002-5676-7898"]},"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":"T. Pollard","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152891501","display_name":"D. Moore","orcid":null,"observed_orcids":[]},"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":"D. Moore","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152772283","display_name":"J.L.Y. Chen","orcid":null,"observed_orcids":[]},"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.F. Chen","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152831995","display_name":"N. Rekhtman","orcid":null,"observed_orcids":[]},"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":"N. Rekhtman","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152854177","display_name":"H. Al-Ahmadie","orcid":null,"observed_orcids":[]},"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":"H. Al-Ahmadie","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152824871","display_name":"J.H. Chang","orcid":null,"observed_orcids":[]},"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. Chang","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152849724","display_name":"N.Y. Lee","orcid":null,"observed_orcids":[]},"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":"N.Y. Lee","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152902585","display_name":"L.R.G. Pike","orcid":null,"observed_orcids":[]},"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":"L.R.G. Pike","raw_affiliation_strings":["Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152903017","display_name":"Himanchu Nagar","orcid":null,"observed_orcids":[]},"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":"H. Nagar","raw_affiliation_strings":["Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152928627","display_name":"J. Janopaul-Naylor","orcid":null,"observed_orcids":[]},"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. Janopaul-Naylor","raw_affiliation_strings":["Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152929554","display_name":"L.Z. Braunstein","orcid":null,"observed_orcids":[]},"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":"L.Z. Braunstein","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152824817","display_name":"M. Berger","orcid":null,"observed_orcids":[]},"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":"M. Berger","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152846524","display_name":"N. Schultz","orcid":null,"observed_orcids":[]},"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":"N. Schultz","raw_affiliation_strings":["Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152774681","display_name":"S.J. Shah","orcid":null,"observed_orcids":[]},"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":"S.P. Shah","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025867816","display_name":"Francisco S\u00e1nchez-Vega","orcid":"https://orcid.org/0000-0002-2990-4893","observed_orcids":["https://orcid.org/0000-0002-2990-4893"]},"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":"F. Sanchez-Vega","raw_affiliation_strings":["Memorial Sloan Kettering Cancer Center, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial Sloan Kettering Cancer Center, New York, NY","institution_ids":["https://openalex.org/I1334819555"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1334819555"],"apc_list":{"value":4130,"currency":"USD","value_usd":4130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"126","issue":"1","first_page":"S41","last_page":"S41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.0010999999940395355,"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cancer-subtyping","display_name":"cancer subtyping","score":0.7749999761581421},{"id":"https://openalex.org/keywords/h-e-whole-slide-images","display_name":"H&E whole-slide images","score":0.9179999828338623},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"digital pathology","score":0.7059999704360962},{"id":"https://openalex.org/keywords/tumor-molecular-profiling","display_name":"tumor molecular profiling","score":0.5059999823570251},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.7080000042915344},{"id":"https://openalex.org/keywords/actionable-biomarkers","display_name":"actionable biomarkers","score":0.7379999756813049},{"id":"https://openalex.org/keywords/stk11","display_name":"STK11","score":0.7379999756813049},{"id":"https://openalex.org/keywords/variants-of-uncertain-significance","display_name":"variants of uncertain significance","score":0.9760000109672546},{"id":"https://openalex.org/keywords/lung-adenocarcinoma","display_name":"lung adenocarcinoma","score":0.8320000171661377},{"id":"https://openalex.org/keywords/cancer-of-unknown-primary","display_name":"cancer of unknown primary","score":0.796999990940094},{"id":"https://openalex.org/keywords/metastatic-cancer","display_name":"metastatic cancer","score":0.6769999861717224},{"id":"https://openalex.org/keywords/prognostic-factors","display_name":"prognostic factors","score":0.6990000009536743},{"id":"https://openalex.org/keywords/pan-cancer-cohort","display_name":"pan-cancer cohort","score":0.6539999842643738},{"id":"https://openalex.org/keywords/multimodal-artificial-intelligence","display_name":"multimodal AI","score":0.47099998593330383},{"id":"https://openalex.org/keywords/rna-seq","display_name":"RNA-seq","score":0.4410000145435333}],"concepts":[{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.6172999739646912},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5508999824523926},{"id":"https://openalex.org/C51679486","wikidata":"https://www.wikidata.org/wiki/Q380546","display_name":"DNA sequencing","level":3,"score":0.4426000118255615},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.38929998874664307},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.30640000104904175},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C2781335228","wikidata":"https://www.wikidata.org/wiki/Q19596321","display_name":"Circulating tumor DNA","level":3,"score":0.28859999775886536},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.2856999933719635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28519999980926514},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2736999988555908},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.26969999074935913},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.26919999718666077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26649999618530273},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2590000033378601},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.2554999887943268},{"id":"https://openalex.org/C3020616263","wikidata":"https://www.wikidata.org/wiki/Q1216998","display_name":"Tumor cells","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C16671776","wikidata":"https://www.wikidata.org/wiki/Q5420592","display_name":"Exome sequencing","level":4,"score":0.2531000077724457},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ijrobp.2026.06.013","doi":"https://doi.org/10.1016/j.ijrobp.2026.06.013","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijrobp.2026.06.013","pdf_url":null,"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":null,"sustainable_development_goals":[{"score":0.8560000061988831,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7148932867","https://openalex.org/W4416781063","https://openalex.org/W4412163816","https://openalex.org/W4413301984","https://openalex.org/W4412163877","https://openalex.org/W7160040736","https://openalex.org/W7214001708","https://openalex.org/W7117744129","https://openalex.org/W3201041614","https://openalex.org/W4379333530"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-09-26T00:00:00"}