{"id":"https://openalex.org/W2011488134","doi":"https://doi.org/10.1109/iembs.2011.6090900","title":"Detection of ventricular suction in an implantable rotary blood pump using support vector machines","display_name":"Detection of ventricular suction in an implantable rotary blood pump using support vector machines","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2011488134","doi":"https://doi.org/10.1109/iembs.2011.6090900","mag":"2011488134","pmid":"https://pubmed.ncbi.nlm.nih.gov/22255049"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6090900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2010/2392","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100445074","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-6690-8810"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL 32816, USA. wangyu810410@knights.ucf.edu","Department of Electrical Engineering and Computer Science, University Of Central Florida, Orlando, FL 32816, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL 32816, USA. wangyu810410@knights.ucf.edu","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University Of Central Florida, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088979110","display_name":"George Faragallah","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Faragallah","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","Department of Electrical Engineering and Computer Science, University Of Central Florida, Orlando, FL 32816, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University Of Central Florida, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081090320","display_name":"Eduardo Divo","orcid":"https://orcid.org/0000-0002-6699-4402"},"institutions":[{"id":"https://openalex.org/I34614084","display_name":"Daytona State College","ror":"https://ror.org/03jbk2g75","country_code":"US","type":"education","lineage":["https://openalex.org/I34614084"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Divo","raw_affiliation_strings":["School of Engineering Technology, Daytona State College, Daytona Beach, FL, USA","School of Engineering Technology, Daytona State College, Daytona Beach, FL 32117, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Technology, Daytona State College, Daytona Beach, FL, USA","institution_ids":["https://openalex.org/I34614084"]},{"raw_affiliation_string":"School of Engineering Technology, Daytona State College, Daytona Beach, FL 32117, USA","institution_ids":["https://openalex.org/I34614084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061897875","display_name":"Marwan A. Simaan","orcid":"https://orcid.org/0000-0002-5393-2018"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. A. Simaan","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","Department of Electrical Engineering and Computer Science, University Of Central Florida, Orlando, FL 32816, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University Of Central Florida, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5885,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88677734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2011","issue":null,"first_page":"3318","last_page":"3321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10675","display_name":"Mechanical Circulatory Support Devices","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10675","display_name":"Mechanical Circulatory Support Devices","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/suction","display_name":"Suction","score":0.8082013130187988},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7484679222106934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5558091402053833},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5351352095603943},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4490337371826172},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38813936710357666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3853706121444702},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.38410189747810364},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28821292519569397},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.13006922602653503}],"concepts":[{"id":"https://openalex.org/C23795335","wikidata":"https://www.wikidata.org/wiki/Q1790295","display_name":"Suction","level":2,"score":0.8082013130187988},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7484679222106934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5558091402053833},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5351352095603943},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4490337371826172},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38813936710357666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3853706121444702},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.38410189747810364},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28821292519569397},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.13006922602653503},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006353","descriptor_name":"Heart-Assist Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013396","descriptor_name":"Suction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013396","descriptor_name":"Suction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013396","descriptor_name":"Suction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/iembs.2011.6090900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22255049","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22255049","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:stars.library.ucf.edu:scopus2010-3391","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2010/2392","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2010-2014","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2010-3391","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2010/2392","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2010-2014","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2037104700","https://openalex.org/W2077378302","https://openalex.org/W2100675372","https://openalex.org/W2122666150","https://openalex.org/W2127261457","https://openalex.org/W2131198146","https://openalex.org/W2148603752","https://openalex.org/W2152523366","https://openalex.org/W2153777758","https://openalex.org/W2158698691","https://openalex.org/W2188563164","https://openalex.org/W3151807103","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2043960970","https://openalex.org/W2049538278"],"abstract_inverted_index":{"A":[0],"new":[1],"suction":[2,27,105],"detection":[3],"algorithm":[4,15,68,85,102],"for":[5],"rotary":[6],"Left":[7],"Ventricular":[8],"Assist":[9],"Devices":[10],"(LVAD)":[11],"is":[12,16,48],"presented.":[13],"The":[14,45,66,98],"based":[17],"on":[18],"a":[19,107,114],"Lagrangian":[20],"Support":[21],"Vector":[22],"Machine":[23],"(LSVM)":[24],"model.":[25],"Six":[26],"indices":[28],"are":[29],"derived":[30],"from":[31],"the":[32,39,42,83,101,111,120],"LVAD":[33],"pump":[34,54,115],"flow":[35,55],"signal":[36],"and":[37,50,64,95],"form":[38],"inputs":[40],"to":[41,52,79,103],"LSVM":[43,46],"classifier.":[44],"classifier":[47],"trained":[49],"tested":[51,71],"classify":[53],"patterns":[56],"into":[57],"three":[58,80],"states:":[59],"No":[60],"Suction,":[61,63],"Approaching":[62],"Suction.":[65],"proposed":[67,84],"has":[69,119],"been":[70],"using":[72],"existing":[73,81],"in":[74,89,110],"vivo":[75],"data.":[76],"When":[77],"compared":[78],"methods,":[82],"produced":[86],"superior":[87],"performance":[88],"terms":[90],"of":[91,100,113,122],"classification":[92],"accuracy,":[93],"stability,":[94],"learning":[96],"speed.":[97],"ability":[99],"detect":[104],"provides":[106],"reliable":[108],"platform":[109],"development":[112],"speed":[116],"controller":[117],"that":[118],"capability":[121],"avoiding":[123],"suction.":[124]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
