{"id":"https://openalex.org/W7130848281","doi":"https://doi.org/10.1007/s00371-026-04385-2","title":"Large language models in radiogenomics: a comprehensive survey of applications from imaging to genetics","display_name":"Large language models in radiogenomics: a comprehensive survey of applications from imaging to genetics","publication_year":2026,"publication_date":"2026-02-21","ids":{"openalex":"https://openalex.org/W7130848281","doi":"https://doi.org/10.1007/s00371-026-04385-2"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-026-04385-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-026-04385-2","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Visual Computer","raw_type":"journal-article"},"type":"article","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/A5101464117","display_name":"Muhammad Nadeem Cheema","orcid":"https://orcid.org/0000-0003-1306-2916"},"institutions":[{"id":"https://openalex.org/I4210159031","display_name":"The University of Texas Health Science Center","ror":"https://ror.org/05cwbxa29","country_code":"US","type":"education","lineage":["https://openalex.org/I4210159031"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Muhammad Nadeem Cheema","raw_affiliation_strings":["Department of Bioinformatics and Systems Medicine, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","Department of Health Data Science and Artificial Intelligence, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics and Systems Medicine, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210159031"]},{"raw_affiliation_string":"Department of Health Data Science and Artificial Intelligence, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210159031"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110596413","display_name":"Anam Nazir","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159031","display_name":"The University of Texas Health Science Center","ror":"https://ror.org/05cwbxa29","country_code":"US","type":"education","lineage":["https://openalex.org/I4210159031"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anam Nazir","raw_affiliation_strings":["Department of Bioinformatics and Systems Medicine, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","Department of Health Data Science and Artificial Intelligence, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics and Systems Medicine, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210159031"]},{"raw_affiliation_string":"Department of Health Data Science and Artificial Intelligence, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210159031"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arif Harmanci","orcid":null},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]},{"id":"https://openalex.org/I4210159031","display_name":"The University of Texas Health Science Center","ror":"https://ror.org/05cwbxa29","country_code":"US","type":"education","lineage":["https://openalex.org/I4210159031"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arif Harmanci","raw_affiliation_strings":["Department of Bioinformatics and Systems Medicine, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","Department of Health Data Science and Artificial Intelligence, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","Department of Neurosurgery, Baylor College of Medicine, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics and Systems Medicine, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210159031"]},{"raw_affiliation_string":"Department of Health Data Science and Artificial Intelligence, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210159031"]},{"raw_affiliation_string":"Department of Neurosurgery, Baylor College of Medicine, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063617115","display_name":"Akdes Serin Harmanc\u0131","orcid":"https://orcid.org/0000-0001-6374-9041"},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]},{"id":"https://openalex.org/I4210159031","display_name":"The University of Texas Health Science Center","ror":"https://ror.org/05cwbxa29","country_code":"US","type":"education","lineage":["https://openalex.org/I4210159031"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akdes Serin Harmanci","raw_affiliation_strings":["Department of Bioinformatics and Systems Medicine, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","Department of Health Data Science and Artificial Intelligence, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","Department of Neurosurgery, Baylor College of Medicine, Houston, TX, 77030, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics and Systems Medicine, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210159031"]},{"raw_affiliation_string":"Department of Health Data Science and Artificial Intelligence, D. Bradley McWilliams School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I4210159031"]},{"raw_affiliation_string":"Department of Neurosurgery, Baylor College of Medicine, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021539892","display_name":"Yasmeen Cheema","orcid":"https://orcid.org/0009-0000-2791-1822"},"institutions":[{"id":"https://openalex.org/I4210143942","display_name":"National University of Technology","ror":"https://ror.org/05e21fw44","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210143942"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Yasmeen Cheema","raw_affiliation_strings":["School of Interdisciplinary Engineering & Sciences (SINES), National University of Science and Technology, Sector H-12, Islamabad, 44000, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Interdisciplinary Engineering & Sciences (SINES), National University of Science and Technology, Sector H-12, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975","https://openalex.org/I4210143942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102558854","display_name":"Saleha Masood","orcid":null},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Saleha Masood","raw_affiliation_strings":["IRC for Finance and Digital Economy, King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRC for Finance and Digital Economy, King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085936899","display_name":"Fahad Ahmed Khokhar","orcid":"https://orcid.org/0009-0008-7890-4639"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fahad Ahmed Khokhar","raw_affiliation_strings":["Department of Mathematics and Informatics, University of Florence, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Florence, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101464117"],"corresponding_institution_ids":["https://openalex.org/I4210159031"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33909155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"42","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.304500013589859,"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"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.304500013589859,"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":0.19949999451637268,"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/T11642","display_name":"Genomics and Rare Diseases","score":0.06459999829530716,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/radiogenomics","display_name":"Radiogenomics","score":0.9334999918937683},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.541700005531311},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5386999845504761},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.4797999858856201},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.47440001368522644},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"Precision medicine","score":0.43290001153945923},{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.38690000772476196},{"id":"https://openalex.org/keywords/decipher","display_name":"DECIPHER","score":0.376800000667572}],"concepts":[{"id":"https://openalex.org/C163500349","wikidata":"https://www.wikidata.org/wiki/Q7281263","display_name":"Radiogenomics","level":3,"score":0.9334999918937683},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.654699981212616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5719000101089478},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.541700005531311},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5386999845504761},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.4797999858856201},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.43290001153945923},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.38690000772476196},{"id":"https://openalex.org/C164614171","wikidata":"https://www.wikidata.org/wiki/Q5204775","display_name":"DECIPHER","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3411000072956085},{"id":"https://openalex.org/C47042493","wikidata":"https://www.wikidata.org/wiki/Q265799","display_name":"Human genetics","level":3,"score":0.32710000872612},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.32519999146461487},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C18183760","wikidata":"https://www.wikidata.org/wiki/Q6002833","display_name":"Imaging genetics","level":3,"score":0.31470000743865967},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.2727000117301941},{"id":"https://openalex.org/C2993807623","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genetic data","level":3,"score":0.2685999870300293},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00371-026-04385-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-026-04385-2","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Visual Computer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":178,"referenced_works":["https://openalex.org/W2018838463","https://openalex.org/W2082704080","https://openalex.org/W2104549677","https://openalex.org/W2122732537","https://openalex.org/W2158485828","https://openalex.org/W2171571559","https://openalex.org/W2259938310","https://openalex.org/W2396881363","https://openalex.org/W2740114211","https://openalex.org/W2770026599","https://openalex.org/W2791170418","https://openalex.org/W2896893468","https://openalex.org/W2897042519","https://openalex.org/W2898789672","https://openalex.org/W2902154261","https://openalex.org/W2903176441","https://openalex.org/W2911489562","https://openalex.org/W2913188937","https://openalex.org/W2942760134","https://openalex.org/W2959170286","https://openalex.org/W2963116854","https://openalex.org/W2963716420","https://openalex.org/W2970482702","https://openalex.org/W2973114758","https://openalex.org/W2982580298","https://openalex.org/W3021775118","https://openalex.org/W3034407705","https://openalex.org/W3045674654","https://openalex.org/W3110181119","https://openalex.org/W3127238141","https://openalex.org/W3130794141","https://openalex.org/W3162922479","https://openalex.org/W3163692958","https://openalex.org/W3165750456","https://openalex.org/W3175183715","https://openalex.org/W3177500196","https://openalex.org/W3181414820","https://openalex.org/W3186799149","https://openalex.org/W3193170798","https://openalex.org/W3200840849","https://openalex.org/W3201174429","https://openalex.org/W3209056694","https://openalex.org/W3212368439","https://openalex.org/W4200134793","https://openalex.org/W4205773061","https://openalex.org/W4206334877","https://openalex.org/W4206706211","https://openalex.org/W4213095938","https://openalex.org/W4213106035","https://openalex.org/W4221163766","https://openalex.org/W4224220091","https://openalex.org/W4225683910","https://openalex.org/W4285294723","https://openalex.org/W4287854971","https://openalex.org/W4288066876","https://openalex.org/W4297243391","https://openalex.org/W4297253404","https://openalex.org/W4306790271","https://openalex.org/W4307704705","https://openalex.org/W4312220150","https://openalex.org/W4312533035","https://openalex.org/W4313439128","https://openalex.org/W4316339774","https://openalex.org/W4317727242","https://openalex.org/W4323849775","https://openalex.org/W4327550249","https://openalex.org/W4366835631","https://openalex.org/W4376866715","https://openalex.org/W4376871976","https://openalex.org/W4379769651","https://openalex.org/W4380729715","https://openalex.org/W4381930847","https://openalex.org/W4383302171","https://openalex.org/W4384071683","https://openalex.org/W4384133826","https://openalex.org/W4385573131","https://openalex.org/W4385679821","https://openalex.org/W4385737488","https://openalex.org/W4386075916","https://openalex.org/W4386076360","https://openalex.org/W4386566953","https://openalex.org/W4386757338","https://openalex.org/W4386829267","https://openalex.org/W4386966060","https://openalex.org/W4387162877","https://openalex.org/W4387819650","https://openalex.org/W4387835442","https://openalex.org/W4388409299","https://openalex.org/W4388454971","https://openalex.org/W4388591728","https://openalex.org/W4388725043","https://openalex.org/W4388773681","https://openalex.org/W4389043118","https://openalex.org/W4389076414","https://openalex.org/W4389518784","https://openalex.org/W4389519219","https://openalex.org/W4389519928","https://openalex.org/W4389524379","https://openalex.org/W4389547097","https://openalex.org/W4390347983","https://openalex.org/W4390874575","https://openalex.org/W4390910591","https://openalex.org/W4390992186","https://openalex.org/W4391098193","https://openalex.org/W4391109864","https://openalex.org/W4391507770","https://openalex.org/W4391573863","https://openalex.org/W4391643750","https://openalex.org/W4391654261","https://openalex.org/W4391932545","https://openalex.org/W4391940656","https://openalex.org/W4392168151","https://openalex.org/W4392172801","https://openalex.org/W4392386497","https://openalex.org/W4392617466","https://openalex.org/W4393004490","https://openalex.org/W4393177920","https://openalex.org/W4393336357","https://openalex.org/W4394003133","https://openalex.org/W4394710356","https://openalex.org/W4394783472","https://openalex.org/W4394832225","https://openalex.org/W4395026179","https://openalex.org/W4396494945","https://openalex.org/W4396721167","https://openalex.org/W4396723505","https://openalex.org/W4396753423","https://openalex.org/W4398222787","https://openalex.org/W4399395538","https://openalex.org/W4399705270","https://openalex.org/W4400113208","https://openalex.org/W4400229705","https://openalex.org/W4400489207","https://openalex.org/W4400643405","https://openalex.org/W4401374389","https://openalex.org/W4401733880","https://openalex.org/W4402223957","https://openalex.org/W4402369854","https://openalex.org/W4402582321","https://openalex.org/W4402638785","https://openalex.org/W4402670290","https://openalex.org/W4402670791","https://openalex.org/W4402671133","https://openalex.org/W4402671465","https://openalex.org/W4402923149","https://openalex.org/W4403204293","https://openalex.org/W4403625924","https://openalex.org/W4403986449","https://openalex.org/W4404134492","https://openalex.org/W4404138521","https://openalex.org/W4404458588","https://openalex.org/W4404708476","https://openalex.org/W4404764530","https://openalex.org/W4405079446","https://openalex.org/W4405518877","https://openalex.org/W4405586902","https://openalex.org/W4405669265","https://openalex.org/W4405674063","https://openalex.org/W4405822444","https://openalex.org/W4406064967","https://openalex.org/W4406141311","https://openalex.org/W4406152279","https://openalex.org/W4407159013","https://openalex.org/W4407174849","https://openalex.org/W4407542088","https://openalex.org/W4409283616","https://openalex.org/W4410430985","https://openalex.org/W4411146488","https://openalex.org/W4411970416","https://openalex.org/W4412421282","https://openalex.org/W4412454127","https://openalex.org/W4412551677","https://openalex.org/W4412888514","https://openalex.org/W4413145647","https://openalex.org/W4414364899","https://openalex.org/W4416034403","https://openalex.org/W4416036106","https://openalex.org/W4416036109"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2026-02-22T00:00:00"}
