{"id":"https://openalex.org/W4403619348","doi":"https://doi.org/10.1007/978-3-031-72390-2_21","title":"MEDBind: Unifying Language and\u00a0Multimodal Medical Data Embeddings","display_name":"MEDBind: Unifying Language and\u00a0Multimodal Medical Data Embeddings","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403619348","doi":"https://doi.org/10.1007/978-3-031-72390-2_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72390-2_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72390-2_21","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":"conference-paper","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/A5009557739","display_name":"Yuan Gao","orcid":"https://orcid.org/0000-0002-7905-3513"},"institutions":[{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I4210091032","display_name":"Ted Rogers Centre for Heart Research","ror":"https://ror.org/00cgnj660","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I185261750","https://openalex.org/I4210091032","https://openalex.org/I4210141030"]},{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]},{"id":"https://openalex.org/I4210134421","display_name":"INTRASOFT International (Luxembourg)","ror":"https://ror.org/02zn9x324","country_code":"LU","type":"company","lineage":["https://openalex.org/I4210134421","https://openalex.org/I86100027"]}],"countries":["CA","LU"],"is_corresponding":false,"raw_author_name":"Yuan Gao","raw_affiliation_strings":["Department of Medical Biophysics, UofT, Toronto, Canada","Peter Munk Cardiac Centre, University Health Network (UHN), Toronto, Canada","Ted Rogers Centre for Heart Research, UHN, Toronto, Canada","Vector Institute, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, UofT, Toronto, Canada","institution_ids":["https://openalex.org/I4210134421"]},{"raw_affiliation_string":"Peter Munk Cardiac Centre, University Health Network (UHN), Toronto, Canada","institution_ids":["https://openalex.org/I1325899441"]},{"raw_affiliation_string":"Ted Rogers Centre for Heart Research, UHN, Toronto, Canada","institution_ids":["https://openalex.org/I4210091032"]},{"raw_affiliation_string":"Vector Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656154","display_name":"Sangwook Kim","orcid":"https://orcid.org/0000-0003-0717-7549"},"institutions":[{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]},{"id":"https://openalex.org/I4210134421","display_name":"INTRASOFT International (Luxembourg)","ror":"https://ror.org/02zn9x324","country_code":"LU","type":"company","lineage":["https://openalex.org/I4210134421","https://openalex.org/I86100027"]}],"countries":["CA","LU"],"is_corresponding":false,"raw_author_name":"Sangwook Kim","raw_affiliation_strings":["Department of Medical Biophysics, UofT, Toronto, Canada","Peter Munk Cardiac Centre, University Health Network (UHN), Toronto, Canada","Vector Institute, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, UofT, Toronto, Canada","institution_ids":["https://openalex.org/I4210134421"]},{"raw_affiliation_string":"Peter Munk Cardiac Centre, University Health Network (UHN), Toronto, Canada","institution_ids":["https://openalex.org/I1325899441"]},{"raw_affiliation_string":"Vector Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111618931","display_name":"David E. Austin","orcid":null},"institutions":[{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David E. Austin","raw_affiliation_strings":["Peter Munk Cardiac Centre, University Health Network (UHN), Toronto, Canada","Vector Institute, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peter Munk Cardiac Centre, University Health Network (UHN), Toronto, Canada","institution_ids":["https://openalex.org/I1325899441"]},{"raw_affiliation_string":"Vector Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044425152","display_name":"Chris McIntosh","orcid":"https://orcid.org/0000-0003-1371-1250"},"institutions":[{"id":"https://openalex.org/I1280764379","display_name":"University of Jiroft","ror":"https://ror.org/00mz6ad23","country_code":"IR","type":"education","lineage":["https://openalex.org/I1280764379"]},{"id":"https://openalex.org/I1325899441","display_name":"University Health Network","ror":"https://ror.org/042xt5161","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2801845744","display_name":"Toronto General Hospital","ror":"https://ror.org/026pg9j08","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2801845744"]},{"id":"https://openalex.org/I4210091032","display_name":"Ted Rogers Centre for Heart Research","ror":"https://ror.org/00cgnj660","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I185261750","https://openalex.org/I4210091032","https://openalex.org/I4210141030"]},{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]},{"id":"https://openalex.org/I4210134421","display_name":"INTRASOFT International (Luxembourg)","ror":"https://ror.org/02zn9x324","country_code":"LU","type":"company","lineage":["https://openalex.org/I4210134421","https://openalex.org/I86100027"]},{"id":"https://openalex.org/I4388446367","display_name":"Toronto General Hospital Research Institute","ror":"https://ror.org/04cm2y595","country_code":null,"type":"facility","lineage":["https://openalex.org/I1325899441","https://openalex.org/I1325899441","https://openalex.org/I2801845744","https://openalex.org/I4388446367"]}],"countries":["CA","IR","LU"],"is_corresponding":true,"raw_author_name":"Chris McIntosh","raw_affiliation_strings":["Department of Computer Science, University of Toronto (UofT), Toronto, Canada","Department of Medical Biophysics, UofT, Toronto, Canada","Department of Medical Imaging, UofT, Toronto, Canada","Peter Munk Cardiac Centre, University Health Network (UHN), Toronto, Canada","Ted Rogers Centre for Heart Research, UHN, Toronto, Canada","Toronto General Hospital Research Institute, UHN, Toronto, Canada","Vector Institute, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Toronto (UofT), Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Department of Medical Biophysics, UofT, Toronto, Canada","institution_ids":["https://openalex.org/I4210134421"]},{"raw_affiliation_string":"Department of Medical Imaging, UofT, Toronto, Canada","institution_ids":["https://openalex.org/I1280764379"]},{"raw_affiliation_string":"Peter Munk Cardiac Centre, University Health Network (UHN), Toronto, Canada","institution_ids":["https://openalex.org/I1325899441"]},{"raw_affiliation_string":"Ted Rogers Centre for Heart Research, UHN, Toronto, Canada","institution_ids":["https://openalex.org/I4210091032"]},{"raw_affiliation_string":"Toronto General Hospital Research Institute, UHN, Toronto, Canada","institution_ids":["https://openalex.org/I2801845744","https://openalex.org/I4388446367"]},{"raw_affiliation_string":"Vector Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210127509"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5044425152"],"corresponding_institution_ids":["https://openalex.org/I1280764379","https://openalex.org/I1325899441","https://openalex.org/I185261750","https://openalex.org/I2801845744","https://openalex.org/I4210091032","https://openalex.org/I4210127509","https://openalex.org/I4210134421","https://openalex.org/I4388446367"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"218","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9983000159263611,"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":0.9983000159263611,"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/T10028","display_name":"Topic Modeling","score":0.9977999925613403,"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":0.9898999929428101,"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/computer-science","display_name":"Computer science","score":0.8562816381454468},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42353302240371704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39850541949272156},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.38267749547958374}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8562816381454468},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42353302240371704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39850541949272156},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.38267749547958374}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-72390-2_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72390-2_21","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":[{"id":"https://metadata.un.org/sdg/4","score":0.5099999904632568,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2152772232","https://openalex.org/W2162800060","https://openalex.org/W2799410199","https://openalex.org/W2888456553","https://openalex.org/W2911489562","https://openalex.org/W2914203365","https://openalex.org/W2963466845","https://openalex.org/W2963716420","https://openalex.org/W2995225687","https://openalex.org/W3013277995","https://openalex.org/W3027572331","https://openalex.org/W3135367836","https://openalex.org/W3138516171","https://openalex.org/W3201906559","https://openalex.org/W4252515181","https://openalex.org/W4310895557","https://openalex.org/W4312533035","https://openalex.org/W4313439128","https://openalex.org/W4379769651","https://openalex.org/W4385573131","https://openalex.org/W4386071707","https://openalex.org/W4387225969","https://openalex.org/W4387969322","https://openalex.org/W4392044798","https://openalex.org/W4404783556","https://openalex.org/W6796581206","https://openalex.org/W6903462226"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}