{"id":"https://openalex.org/W4287846151","doi":"https://doi.org/10.1109/icca54724.2022.9831814","title":"Modeling of Accurately Predicting the Cavopulmonary Pressure Head in Fontan Blood Pump using Neural Network","display_name":"Modeling of Accurately Predicting the Cavopulmonary Pressure Head in Fontan Blood Pump using Neural Network","publication_year":2022,"publication_date":"2022-06-27","ids":{"openalex":"https://openalex.org/W4287846151","doi":"https://doi.org/10.1109/icca54724.2022.9831814"},"language":"en","primary_location":{"id":"doi:10.1109/icca54724.2022.9831814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca54724.2022.9831814","pdf_url":null,"source":{"id":"https://openalex.org/S4363608132","display_name":"2022 IEEE 17th International Conference on Control &amp; Automation (ICCA)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 17th International Conference on Control &amp; Automation (ICCA)","raw_type":"proceedings-article"},"type":"article","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/A5018239054","display_name":"Hai Huang","orcid":"https://orcid.org/0000-0002-9001-9172"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijun Huang","raw_affiliation_strings":["Dalian University of Technology,School of Optoelectronic Engineering and Instrumentation Science,Dalian,China,116024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Optoelectronic Engineering and Instrumentation Science,Dalian,China,116024","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039907870","display_name":"Hongbo Liu","orcid":"https://orcid.org/0000-0001-9296-9975"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Liu","raw_affiliation_strings":["Dalian University of Technology,School of Optoelectronic Engineering and Instrumentation Science,Dalian,China,116024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Optoelectronic Engineering and Instrumentation Science,Dalian,China,116024","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073430785","display_name":"Meng-Xiao Luan","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengxiao Luan","raw_affiliation_strings":["Tsinghua University,Department of Biomedical Engineering,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Biomedical Engineering,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090581970","display_name":"Kai\u2010Rong Qin","orcid":"https://orcid.org/0000-0001-6781-2941"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kairong Qin","raw_affiliation_strings":["Dalian University of Technology,School of Optoelectronic Engineering and Instrumentation Science,Dalian,China,116024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Optoelectronic Engineering and Instrumentation Science,Dalian,China,116024","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110783097","display_name":"Yong Luan","orcid":null},"institutions":[{"id":"https://openalex.org/I191996457","display_name":"Dalian Medical University","ror":"https://ror.org/04c8eg608","country_code":"CN","type":"education","lineage":["https://openalex.org/I191996457"]},{"id":"https://openalex.org/I4210140813","display_name":"First Affiliated Hospital of Dalian Medical University","ror":"https://ror.org/055w74b96","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140813"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Luan","raw_affiliation_strings":["The First Affiliated Hospital of Dalian Medical University,Department of Anesthesiology,Dalian,China,116024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital of Dalian Medical University,Department of Anesthesiology,Dalian,China,116024","institution_ids":["https://openalex.org/I191996457","https://openalex.org/I4210140813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108216688","display_name":"Mark D. Rodefeld","orcid":null},"institutions":[{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark D. Rodefeld","raw_affiliation_strings":["Indiana University School of Medicine,Department of Surgery,Indianapolis,IN,USA,46202"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University School of Medicine,Department of Surgery,Indianapolis,IN,USA,46202","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069633988","display_name":"Guruprasad A. Giridharan","orcid":"https://orcid.org/0000-0003-3263-9354"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guruprasad A. Giridharan","raw_affiliation_strings":["University of Louisville,Department of Bioengineering,Louisville,KY,USA,40202"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Bioengineering,Louisville,KY,USA,40202","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100445074","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-6690-8810"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Dalian University of Technology,School of Optoelectronic Engineering and Instrumentation Science,Dalian,China,116024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology,School of Optoelectronic Engineering and Instrumentation Science,Dalian,China,116024","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3194,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42762862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"102","issue":null,"first_page":"915","last_page":"920"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10675","display_name":"Mechanical Circulatory Support Devices","score":0.9994999766349792,"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":0.9994999766349792,"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/T10300","display_name":"Congenital Heart Disease Studies","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/robustness","display_name":"Robustness (evolution)","score":0.680243730545044},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6522930860519409},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6180332899093628},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.5582000017166138},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5342807769775391},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.5319474339485168},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.4123600721359253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22393879294395447}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.680243730545044},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6522930860519409},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6180332899093628},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.5582000017166138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5342807769775391},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.5319474339485168},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.4123600721359253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22393879294395447},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca54724.2022.9831814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca54724.2022.9831814","pdf_url":null,"source":{"id":"https://openalex.org/S4363608132","display_name":"2022 IEEE 17th International Conference on Control &amp; Automation (ICCA)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 17th International Conference on Control &amp; Automation (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2006525371","https://openalex.org/W2019959121","https://openalex.org/W2049645942","https://openalex.org/W2052629296","https://openalex.org/W2058233846","https://openalex.org/W2090544095","https://openalex.org/W2106551312","https://openalex.org/W2140797942","https://openalex.org/W2162114167","https://openalex.org/W2408609101","https://openalex.org/W2409297890","https://openalex.org/W2793834288","https://openalex.org/W2898519551","https://openalex.org/W2905159033","https://openalex.org/W2954351064","https://openalex.org/W2964942337","https://openalex.org/W2971210729","https://openalex.org/W2992256042","https://openalex.org/W2995775091","https://openalex.org/W2998462022","https://openalex.org/W3008626543","https://openalex.org/W3028975947","https://openalex.org/W3073680204","https://openalex.org/W3129703153","https://openalex.org/W3169457531","https://openalex.org/W3190237030"],"related_works":["https://openalex.org/W4385957115","https://openalex.org/W2061372042","https://openalex.org/W3047779762","https://openalex.org/W1520030019","https://openalex.org/W2071654592","https://openalex.org/W2088157920","https://openalex.org/W4283785902","https://openalex.org/W3170224572","https://openalex.org/W2103062922","https://openalex.org/W2162299404"],"abstract_inverted_index":{"Objective:":[0],"Cavopulmonary":[1],"assist":[2],"devices":[3],"(CPAD)":[4],"are":[5,83],"being":[6],"developed":[7],"to":[8,16,186,195],"treat":[9],"failing":[10],"Fontan":[11,96],"circulation.":[12],"The":[13,68,152,175],"control":[14],"algorithm":[15,99],"provide":[17],"appropriate":[18],"levels":[19],"of":[20,75,78,117,169],"CPAD":[21,61,85],"support":[22],"using":[23,36,62,163],"cavopulmonary":[24],"pressure":[25],"head":[26],"(CPPH)":[27],"has":[28,46,73],"been":[29],"proposed.":[30,66],"However,":[31],"the":[32,79,111,118,183],"controller":[33],"estimated":[34,143],"CPPH":[35,59,90,125,130,134,142,159],"Golay-Savitzky":[37],"(GS)":[38],"filter":[39,43,146,165],"and":[40,87,104,115,140,147,150,166,189],"extended":[41],"Kalman":[42],"(EKF),":[44],"which":[45],"high":[47],"computation":[48],"complexity.":[49],"In":[50],"this":[51],"study,":[52],"a":[53],"new":[54],"model":[55,72,82,122,156,179],"for":[56,60,95,123,197],"accurately":[57,161],"predicting":[58,124],"neural":[63,70,80,120,154,177],"network":[64,71,81,121,155,178],"was":[65,126],"Methods:":[67],"proposed":[69,112,119,153,176],"structure":[74],"2-15-15-1.":[76],"Inputs":[77],"intrinsic":[84],"parameters":[86],"output":[88],"is":[89],"with":[91,100,128,135,144],"varying":[92],"physiological":[93,199],"conditions":[94],"patients.":[97],"Back-propagation":[98],"Adam":[101],"training":[102],"function":[103,107],"Tanh-Sigmoid":[105],"activation":[106],"were":[108],"applied":[109,194],"in":[110],"model.":[113],"Efficacy":[114],"robustness":[116],"tested":[127],"(1)":[129],"without":[131],"noise,":[132,139],"(2)":[133],"10%":[136],"uniformly":[137],"distributed":[138],"(3)":[141],"GS":[145,164],"EKF.":[148],"Results":[149],"Conclusion:":[151],"predicted":[157],"required":[158],"more":[160,192],"than":[162],"EKF":[167],"regardless":[168],"different":[170],"physiologic":[171],"test":[172],"conditions.":[173],"Significance:":[174],"can":[180],"quickly":[181],"find":[182],"optimized":[184],"solution":[185],"predict":[187],"CPPH,":[188],"may":[190],"be":[191],"easily":[193],"CPADs":[196],"providing":[198],"perfusion.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
