{"id":"https://openalex.org/W7131381096","doi":"https://doi.org/10.1007/s11042-026-21140-w","title":"A comparative evaluation of transformer models for medical abstract classification","display_name":"A comparative evaluation of transformer models for medical abstract classification","publication_year":2026,"publication_date":"2026-02-25","ids":{"openalex":"https://openalex.org/W7131381096","doi":"https://doi.org/10.1007/s11042-026-21140-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-026-21140-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21140-w","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5126843224","display_name":"Mohammad AnsariShiri","orcid":null},"institutions":[{"id":"https://openalex.org/I115566878","display_name":"Shahid Bahonar University of Kerman","ror":"https://ror.org/04zn42r77","country_code":"IR","type":"education","lineage":["https://openalex.org/I115566878"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad AnsariShiri","raw_affiliation_strings":["Department of Computer Science, Shahid Bahonar University of Kerman, Box No. 76135-133, Kerman, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shahid Bahonar University of Kerman, Box No. 76135-133, Kerman, Iran","institution_ids":["https://openalex.org/I115566878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122452866","display_name":"Najme Mansouri","orcid":null},"institutions":[{"id":"https://openalex.org/I115566878","display_name":"Shahid Bahonar University of Kerman","ror":"https://ror.org/04zn42r77","country_code":"IR","type":"education","lineage":["https://openalex.org/I115566878"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Najme Mansouri","raw_affiliation_strings":["Department of Computer Science, Shahid Bahonar University of Kerman, Box No. 76135-133, Kerman, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shahid Bahonar University of Kerman, Box No. 76135-133, Kerman, Iran","institution_ids":["https://openalex.org/I115566878"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5122452866"],"corresponding_institution_ids":["https://openalex.org/I115566878"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70929832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"85","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.13500000536441803,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.13500000536441803,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.061000000685453415,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.05260000005364418,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/transformer","display_name":"Transformer","score":0.7360000014305115},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4255000054836273},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.22699999809265137},{"id":"https://openalex.org/keywords/model-parameter","display_name":"Model parameter","score":0.2224999964237213},{"id":"https://openalex.org/keywords/randomized-controlled-trial","display_name":"Randomized controlled trial","score":0.2160000056028366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8901000022888184},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7360000014305115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.503600001335144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4440999925136566},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4255000054836273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3255000114440918},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.22699999809265137},{"id":"https://openalex.org/C2983447341","wikidata":"https://www.wikidata.org/wiki/Q1413083","display_name":"Model parameter","level":2,"score":0.2224999964237213},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.2160000056028366},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.20160000026226044}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-026-21140-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21140-w","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1997035197","https://openalex.org/W2106107776","https://openalex.org/W2118020653","https://openalex.org/W2168905447","https://openalex.org/W2207937072","https://openalex.org/W2343706865","https://openalex.org/W2391683116","https://openalex.org/W2896457183","https://openalex.org/W2911489562","https://openalex.org/W2923978210","https://openalex.org/W2937845937","https://openalex.org/W2938830017","https://openalex.org/W2949135528","https://openalex.org/W2951701153","https://openalex.org/W2962946486","https://openalex.org/W2963297649","https://openalex.org/W2963716420","https://openalex.org/W2965373594","https://openalex.org/W2970771982","https://openalex.org/W2978017171","https://openalex.org/W2980741705","https://openalex.org/W2991170427","https://openalex.org/W2996428491","https://openalex.org/W3005971956","https://openalex.org/W3023462908","https://openalex.org/W3037980204","https://openalex.org/W3043424630","https://openalex.org/W3046053481","https://openalex.org/W3099740706","https://openalex.org/W3109746361","https://openalex.org/W3119467012","https://openalex.org/W3119828267","https://openalex.org/W3135832423","https://openalex.org/W3156609540","https://openalex.org/W3159473867","https://openalex.org/W3167726742","https://openalex.org/W3198659451","https://openalex.org/W4205767597","https://openalex.org/W4233912823","https://openalex.org/W4287591007","https://openalex.org/W4287643189","https://openalex.org/W4287665666","https://openalex.org/W4287824654","https://openalex.org/W4287903637","https://openalex.org/W4288088047","https://openalex.org/W4288091849","https://openalex.org/W4288685128"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-27T06:17:20.405678","created_date":"2026-02-26T00:00:00"}
