{"id":"https://openalex.org/W4403072002","doi":"https://doi.org/10.1007/978-3-031-72378-0_28","title":"Multimodal Variational Autoencoder for\u00a0Low-Cost Cardiac Hemodynamics Instability Detection","display_name":"Multimodal Variational Autoencoder for\u00a0Low-Cost Cardiac Hemodynamics Instability Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403072002","doi":"https://doi.org/10.1007/978-3-031-72378-0_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72378-0_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72378-0_28","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/A5062537080","display_name":"Mohammod N. I. Suvon","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mohammod N. I. Suvon","raw_affiliation_strings":["Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","Department of Computer Science, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085796152","display_name":"Prasun C. Tripathi","orcid":null},"institutions":[{"id":"https://openalex.org/I3130511786","display_name":"Institute of Infrastructure Technology Research and Management","ror":"https://ror.org/059me1x50","country_code":"IN","type":"education","lineage":["https://openalex.org/I3130511786"]},{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB","IN"],"is_corresponding":false,"raw_author_name":"Prasun C. Tripathi","raw_affiliation_strings":["Department of Computer Science, IITRAM, Ahmedabad, Gujarat, India","Department of Computer Science, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, IITRAM, Ahmedabad, Gujarat, India","institution_ids":["https://openalex.org/I3130511786"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114150775","display_name":"Wenrui Fan","orcid":"https://orcid.org/0009-0007-1394-0092"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wenrui Fan","raw_affiliation_strings":["Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","Department of Computer Science, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076863723","display_name":"Shuo Zhou","orcid":"https://orcid.org/0000-0002-8069-2814"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shuo Zhou","raw_affiliation_strings":["Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","Department of Computer Science, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045410206","display_name":"Xianyuan Liu","orcid":"https://orcid.org/0000-0002-3084-519X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xianyuan Liu","raw_affiliation_strings":["Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","Department of Computer Science, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083160550","display_name":"Samer Alabed","orcid":"https://orcid.org/0000-0002-9960-7587"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]},{"id":"https://openalex.org/I4210102902","display_name":"Sheffield Teaching Hospitals NHS Foundation Trust","ror":"https://ror.org/018hjpz25","country_code":"GB","type":"funder","lineage":["https://openalex.org/I4210102902"]},{"id":"https://openalex.org/I4210147861","display_name":"Insigneo","ror":"https://ror.org/04ve58z79","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210147861"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Samer Alabed","raw_affiliation_strings":["Department of Clinical Radiology, Sheffield Teaching Hospitals, Sheffield, UK","Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK","INSIGNEO, Institute for in Silico Medicine, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Radiology, Sheffield Teaching Hospitals, Sheffield, UK","institution_ids":["https://openalex.org/I4210102902"]},{"raw_affiliation_string":"Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"INSIGNEO, Institute for in Silico Medicine, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I4210147861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001834655","display_name":"Venet Osmani","orcid":"https://orcid.org/0000-0001-7306-2972"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Venet Osmani","raw_affiliation_strings":["Information School, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Information School, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108604563","display_name":"Andrew J. Swift","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102902","display_name":"Sheffield Teaching Hospitals NHS Foundation Trust","ror":"https://ror.org/018hjpz25","country_code":"GB","type":"funder","lineage":["https://openalex.org/I4210102902"]},{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]},{"id":"https://openalex.org/I4210147861","display_name":"Insigneo","ror":"https://ror.org/04ve58z79","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210147861"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew J. Swift","raw_affiliation_strings":["Department of Clinical Radiology, Sheffield Teaching Hospitals, Sheffield, UK","Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK","INSIGNEO, Institute for in Silico Medicine, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Radiology, Sheffield Teaching Hospitals, Sheffield, UK","institution_ids":["https://openalex.org/I4210102902"]},{"raw_affiliation_string":"Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"INSIGNEO, Institute for in Silico Medicine, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I4210147861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418548","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0003-2104-534X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, Sheffield, UK","Department of Computing, Imperial College London, London, UK","Department of Engineering Science, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100570394","display_name":"Haiping Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]},{"id":"https://openalex.org/I4210147861","display_name":"Insigneo","ror":"https://ror.org/04ve58z79","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210147861"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haiping Lu","raw_affiliation_strings":["Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","Department of Computer Science, University of Sheffield, Sheffield, UK","INSIGNEO, Institute for in Silico Medicine, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Machine Intelligence, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"INSIGNEO, Institute for in Silico Medicine, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I4210147861"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5062537080"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":14.2623,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.98745688,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"296","last_page":"306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9810000061988831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.9078890085220337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6958063244819641},{"id":"https://openalex.org/keywords/instability","display_name":"Instability","score":0.5242391228675842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4394151568412781},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.21815833449363708},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12819957733154297},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.08076265454292297}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9078890085220337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6958063244819641},{"id":"https://openalex.org/C207821765","wikidata":"https://www.wikidata.org/wiki/Q405372","display_name":"Instability","level":2,"score":0.5242391228675842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4394151568412781},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.21815833449363708},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12819957733154297},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.08076265454292297}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-72378-0_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72378-0_28","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2032661630","https://openalex.org/W2072342070","https://openalex.org/W2116064496","https://openalex.org/W2136245768","https://openalex.org/W2753738274","https://openalex.org/W2963305780","https://openalex.org/W2970971581","https://openalex.org/W2995225687","https://openalex.org/W3105261253","https://openalex.org/W3110877263","https://openalex.org/W3127637041","https://openalex.org/W3129753767","https://openalex.org/W4221057817","https://openalex.org/W4226069314","https://openalex.org/W4313527215","https://openalex.org/W4323662730","https://openalex.org/W4377098068","https://openalex.org/W4380319195","https://openalex.org/W4387211408","https://openalex.org/W4387211604","https://openalex.org/W4390572022","https://openalex.org/W4391936221","https://openalex.org/W6903462226"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4220775285"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}