{"id":"https://openalex.org/W4401028722","doi":"https://doi.org/10.1007/978-3-031-66535-6_24","title":"Modular Quantitative Temporal Transformer for\u00a0Biobank-Scale Unified Representations","display_name":"Modular Quantitative Temporal Transformer for\u00a0Biobank-Scale Unified Representations","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401028722","doi":"https://doi.org/10.1007/978-3-031-66535-6_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-66535-6_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66535-6_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5020603740","display_name":"M\u00e1ty\u00e1s Antal","orcid":null},"institutions":[{"id":"https://openalex.org/I80251312","display_name":"HUN-REN Research Centre for Natural Sciences","ror":"https://ror.org/03zwxja46","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4387152226","https://openalex.org/I80251312"]},{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"M\u00e1ty\u00e1s Antal","raw_affiliation_strings":["Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary","institution_ids":["https://openalex.org/I29770179","https://openalex.org/I80251312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105080755","display_name":"M\u00e1rk Marosi","orcid":null},"institutions":[{"id":"https://openalex.org/I80251312","display_name":"HUN-REN Research Centre for Natural Sciences","ror":"https://ror.org/03zwxja46","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4387152226","https://openalex.org/I80251312"]},{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"M\u00e1rk Marosi","raw_affiliation_strings":["Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary","institution_ids":["https://openalex.org/I29770179","https://openalex.org/I80251312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075167142","display_name":"Tam\u00e1s Nagy","orcid":"https://orcid.org/0000-0002-0137-4341"},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]},{"id":"https://openalex.org/I80251312","display_name":"HUN-REN Research Centre for Natural Sciences","ror":"https://ror.org/03zwxja46","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4387152226","https://openalex.org/I80251312"]},{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Tam\u00e1s Nagy","raw_affiliation_strings":["Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary","Semmelweis University, Nagyv\u00e1rad t\u00e9r 4., 1089, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary","institution_ids":["https://openalex.org/I29770179","https://openalex.org/I80251312"]},{"raw_affiliation_string":"Semmelweis University, Nagyv\u00e1rad t\u00e9r 4., 1089, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005566868","display_name":"Andr\u00e1s Millinghoffer","orcid":null},"institutions":[{"id":"https://openalex.org/I80251312","display_name":"HUN-REN Research Centre for Natural Sciences","ror":"https://ror.org/03zwxja46","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4387152226","https://openalex.org/I80251312"]},{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Andr\u00e1s Millinghoffer","raw_affiliation_strings":["Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary","institution_ids":["https://openalex.org/I29770179","https://openalex.org/I80251312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060382659","display_name":"Andr\u00e1s G\u00e9zsi","orcid":"https://orcid.org/0000-0003-1022-6356"},"institutions":[{"id":"https://openalex.org/I80251312","display_name":"HUN-REN Research Centre for Natural Sciences","ror":"https://ror.org/03zwxja46","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4387152226","https://openalex.org/I80251312"]},{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Andr\u00e1s G\u00e9zsi","raw_affiliation_strings":["Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary","institution_ids":["https://openalex.org/I29770179","https://openalex.org/I80251312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056892485","display_name":"Gabriella Juh\u00e1sz","orcid":"https://orcid.org/0000-0002-5975-4267"},"institutions":[{"id":"https://openalex.org/I101202996","display_name":"Semmelweis University","ror":"https://ror.org/01g9ty582","country_code":"HU","type":"education","lineage":["https://openalex.org/I101202996"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Gabriella Juh\u00e1sz","raw_affiliation_strings":["Semmelweis University, Nagyv\u00e1rad t\u00e9r 4., 1089, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Semmelweis University, Nagyv\u00e1rad t\u00e9r 4., 1089, Budapest, Hungary","institution_ids":["https://openalex.org/I101202996"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041069751","display_name":"P\u00e9ter Antal","orcid":"https://orcid.org/0000-0002-4370-2198"},"institutions":[{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]},{"id":"https://openalex.org/I80251312","display_name":"HUN-REN Research Centre for Natural Sciences","ror":"https://ror.org/03zwxja46","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4387152226","https://openalex.org/I80251312"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"P\u00e9ter Antal","raw_affiliation_strings":["Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Budapest University of Technology and Economics, Magyar Tud\u00f3sok K\u00f6r\u00fatja 2., 1117, Budapest, Hungary","institution_ids":["https://openalex.org/I29770179","https://openalex.org/I80251312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5020603740"],"corresponding_institution_ids":["https://openalex.org/I29770179","https://openalex.org/I80251312"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25824461,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"212","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9912999868392944,"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":0.9912999868392944,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9857000112533569,"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"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.980400025844574,"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/modular-design","display_name":"Modular design","score":0.8180313110351562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7789496183395386},{"id":"https://openalex.org/keywords/biobank","display_name":"Biobank","score":0.5899472832679749},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.44243723154067993},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3226068615913391},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.27730000019073486},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.134181946516037},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0749765932559967},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.05051431059837341}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.8180313110351562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7789496183395386},{"id":"https://openalex.org/C116567970","wikidata":"https://www.wikidata.org/wiki/Q864217","display_name":"Biobank","level":2,"score":0.5899472832679749},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.44243723154067993},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3226068615913391},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27730000019073486},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.134181946516037},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0749765932559967},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.05051431059837341},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-66535-6_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66535-6_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1803035418","https://openalex.org/W1991833417","https://openalex.org/W2017978677","https://openalex.org/W2068234084","https://openalex.org/W2096541451","https://openalex.org/W2795239306","https://openalex.org/W2895486342","https://openalex.org/W2942053120","https://openalex.org/W3017637887","https://openalex.org/W3089168780","https://openalex.org/W3108978936","https://openalex.org/W3133650345","https://openalex.org/W3137375284","https://openalex.org/W3160137267","https://openalex.org/W4200069677","https://openalex.org/W4296691261","https://openalex.org/W4303859758","https://openalex.org/W4310645210","https://openalex.org/W4317242251","https://openalex.org/W4376226279","https://openalex.org/W4385377061","https://openalex.org/W4385606949","https://openalex.org/W4387358624","https://openalex.org/W6602202042"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3113746618","https://openalex.org/W4226051228","https://openalex.org/W3017691140","https://openalex.org/W2024651825","https://openalex.org/W4384208482","https://openalex.org/W4244742767","https://openalex.org/W2470939431","https://openalex.org/W4226156868"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}