{"id":"https://openalex.org/W4214566116","doi":"https://doi.org/10.5220/0011012800003123","title":"Learning Embeddings from Free-text Triage Notes using Pretrained Transformer Models","display_name":"Learning Embeddings from Free-text Triage Notes using Pretrained Transformer Models","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4214566116","doi":"https://doi.org/10.5220/0011012800003123"},"language":"en","primary_location":{"id":"doi:10.5220/0011012800003123","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011012800003123","pdf_url":null,"source":{"id":"https://openalex.org/S4363608833","display_name":"Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0011012800003123","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090669374","display_name":"\u00c9. Arnaud","orcid":"https://orcid.org/0000-0002-6971-009X"},"institutions":[{"id":"https://openalex.org/I4210096553","display_name":"Centre Hospitalier Universitaire Amiens-Picardie","ror":"https://ror.org/010567a58","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210096553"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"\u00c9milien Arnaud","raw_affiliation_strings":["Emergency Department, Amiens-Picardy University, Amiens, France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Department, Amiens-Picardy University, Amiens, France, --- Select a Country ---","institution_ids":["https://openalex.org/I4210096553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044332158","display_name":"Mahmoud Elbattah","orcid":"https://orcid.org/0000-0002-5089-9160"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]},{"id":"https://openalex.org/I4401200318","display_name":"Mod\u00e9lisation, information et syst\u00e8mes","ror":"https://ror.org/05w9qrp28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR","GB"],"is_corresponding":false,"raw_author_name":"Mahmoud Elbattah","raw_affiliation_strings":["Faculty of Environment and Technology, University of the West of England, Bristol, U.K., --- Select a Country ---","Laboratoire MIS, Universit\u00e9 de Picardie Jules Verne, Amiens, France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Environment and Technology, University of the West of England, Bristol, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I178535277"]},{"raw_affiliation_string":"Laboratoire MIS, Universit\u00e9 de Picardie Jules Verne, Amiens, France, --- Select a Country ---","institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086583024","display_name":"Maxime Gignon","orcid":"https://orcid.org/0000-0002-6517-6707"},"institutions":[{"id":"https://openalex.org/I4210096553","display_name":"Centre Hospitalier Universitaire Amiens-Picardie","ror":"https://ror.org/010567a58","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210096553"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maxime Gignon","raw_affiliation_strings":["Emergency Department, Amiens-Picardy University, Amiens, France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Department, Amiens-Picardy University, Amiens, France, --- Select a Country ---","institution_ids":["https://openalex.org/I4210096553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001957846","display_name":"Gilles Dequen","orcid":"https://orcid.org/0000-0001-7497-1182"},"institutions":[{"id":"https://openalex.org/I4401200318","display_name":"Mod\u00e9lisation, information et syst\u00e8mes","ror":"https://ror.org/05w9qrp28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gilles Dequen","raw_affiliation_strings":["Laboratoire MIS, Universit\u00e9 de Picardie Jules Verne, Amiens, France, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire MIS, Universit\u00e9 de Picardie Jules Verne, Amiens, France, --- Select a Country ---","institution_ids":["https://openalex.org/I4401200318","https://openalex.org/I4647051"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0364,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92877432,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"835","last_page":"841"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9459999799728394,"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/T10028","display_name":"Topic Modeling","score":0.9459999799728394,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7527834177017212},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6840255856513977},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.6003217697143555},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.523974597454071},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46331262588500977},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1474221646785736},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13145053386688232},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0939367413520813}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7527834177017212},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6840255856513977},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.6003217697143555},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.523974597454071},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46331262588500977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1474221646785736},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13145053386688232},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0939367413520813},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0011012800003123","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011012800003123","pdf_url":null,"source":{"id":"https://openalex.org/S4363608833","display_name":"Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03659989v1","is_oa":false,"landing_page_url":"https://u-picardie.hal.science/hal-03659989","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"HEALTHINF: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 5: HEALTHINF, Feb 2022, Lisbonne, Portugal. pp.835-841, ⟨10.5220/0011012800003123⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0011012800003123","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011012800003123","pdf_url":null,"source":{"id":"https://openalex.org/S4363608833","display_name":"Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1975091423","https://openalex.org/W2033023095","https://openalex.org/W2144451503","https://openalex.org/W125325933","https://openalex.org/W2051773733","https://openalex.org/W2941176721","https://openalex.org/W3015660457","https://openalex.org/W2909333182","https://openalex.org/W3204019825"],"abstract_inverted_index":{"15th":[0,11],"International":[1,12],"Conference":[2,14],"on":[3,15],"Health":[4],"Informatics":[5],"(HEALTHINF)":[6],"held":[7],"as":[8],"part":[9],"of":[10],"Joint":[13],"Biomedical":[16],"Engineering":[17],"Systems":[18],"and":[19],"Technologies":[20],"(BIOSTEC),":[21],"ELECTR":[22],"NETWORK,":[23],"FEB":[24],"09-11,":[25],"2022":[26]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}