{"id":"https://openalex.org/W2329958127","doi":"https://doi.org/10.1109/embc.2014.6943681","title":"A stochastic modelling framework for the reconstruction of cardiovascular signals","display_name":"A stochastic modelling framework for the reconstruction of cardiovascular signals","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2329958127","doi":"https://doi.org/10.1109/embc.2014.6943681","mag":"2329958127","pmid":"https://pubmed.ncbi.nlm.nih.gov/25570049"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2014.6943681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6943681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5025310436","display_name":"D. Mart\u00edn-Mart\u00ednez","orcid":null},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diego Martin-Martinez","raw_affiliation_strings":["Laboratory of Image Processing, University of Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Image Processing, University of Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059609720","display_name":"Pablo Casaseca\u2010de\u2010la\u2010Higuera","orcid":"https://orcid.org/0000-0003-1565-0842"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]},{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Pablo Casaseca-de-la-Higuera","raw_affiliation_strings":["Audio Visual Communications and Networking Research Centre, University of the West of Scotland, United Kingdom","Laboratory of Image Processing, University of Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Audio Visual Communications and Networking Research Centre, University of the West of Scotland, United Kingdom","institution_ids":["https://openalex.org/I868834043"]},{"raw_affiliation_string":"Laboratory of Image Processing, University of Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017510847","display_name":"Marcos Mart\u00edn\u2010Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-9342-9989"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marcos Martin-Fernandez","raw_affiliation_strings":["Laboratory of Image Processing, University of Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Image Processing, University of Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042805664","display_name":"Abbes Amira","orcid":"https://orcid.org/0000-0003-1652-0492"},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abbes Amira","raw_affiliation_strings":["Audio Visual Communications and Networking Research Centre, University of the West of Scotland, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Audio Visual Communications and Networking Research Centre, University of the West of Scotland, United Kingdom","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038985671","display_name":"Chunbo Luo","orcid":"https://orcid.org/0000-0002-9860-2901"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Chunbo Luo","raw_affiliation_strings":["Laboratory of Image Processing, University of Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Image Processing, University of Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026581274","display_name":"Christos Grecos","orcid":"https://orcid.org/0000-0003-0402-001X"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Christos Grecos","raw_affiliation_strings":["Laboratory of Image Processing, University of Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Image Processing, University of Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028623087","display_name":"Carlos Alberola\u2010L\u00f3pez","orcid":"https://orcid.org/0000-0003-3684-0055"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Alberola-Lopez","raw_affiliation_strings":["Laboratory of Image Processing, University of Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Image Processing, University of Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.33652822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"41","issue":null,"first_page":"676","last_page":"679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9980999827384949,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9980999827384949,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9835000038146973,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.958899974822998,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/computer-science","display_name":"Computer science","score":0.7328943610191345},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6747850775718689},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.6057860851287842},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5334306955337524},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5043267011642456},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5016708374023438},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.5016460418701172},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.49157533049583435},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4801851511001587},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45089295506477356},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.44540727138519287},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.43603450059890747},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4128355085849762},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.3913087248802185},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3865205645561218},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34460023045539856},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1539626121520996},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09264254570007324},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08784884214401245},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.07911181449890137},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.07695046067237854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7328943610191345},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6747850775718689},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.6057860851287842},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5334306955337524},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5043267011642456},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5016708374023438},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.5016460418701172},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.49157533049583435},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4801851511001587},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45089295506477356},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.44540727138519287},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.43603450059890747},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4128355085849762},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.3913087248802185},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3865205645561218},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34460023045539856},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1539626121520996},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09264254570007324},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08784884214401245},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.07911181449890137},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.07695046067237854},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2014.6943681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6943681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:25570049","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25570049","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:norma.ncirl.ie:3648","is_oa":false,"landing_page_url":"https://norma.ncirl.ie/3648/","pdf_url":null,"source":{"id":"https://openalex.org/S7407055118","display_name":"NORMA","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":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W40097593","https://openalex.org/W1883664232","https://openalex.org/W1990364567","https://openalex.org/W2023976712","https://openalex.org/W2088216818","https://openalex.org/W2128728535","https://openalex.org/W2500667425","https://openalex.org/W2762103286","https://openalex.org/W6724297190"],"related_works":["https://openalex.org/W2075768550","https://openalex.org/W3022218857","https://openalex.org/W2369178846","https://openalex.org/W2082716031","https://openalex.org/W2370289839","https://openalex.org/W2933494595","https://openalex.org/W1568049691","https://openalex.org/W2581850242","https://openalex.org/W2321004070","https://openalex.org/W2786914604"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,16,24,76,108],"common":[4],"stochastic":[5],"modelling":[6],"framework":[7,113],"for":[8,102],"physiological":[9],"signals":[10,53],"which":[11,47,82],"allows":[12],"patient":[13],"simulation":[14],"following":[15],"synthesis-by-analysis":[17],"approach.":[18],"Within":[19],"this":[20],"framework,":[21],"we":[22],"propose":[23],"general":[25],"model-based":[26],"methodology":[27,66,94],"able":[28],"to":[29,51],"reconstruct":[30],"missing":[31],"or":[32],"artifacted":[33],"signal":[34],"intervals":[35],"in":[36,57],"cardiovascular":[37],"monitoring":[38],"applications.":[39],"The":[40,64],"proposed":[41,93],"model":[42,70],"consists":[43],"of":[44,54,59,79],"independent":[45],"stages":[46],"provide":[48],"high":[49],"flexibility":[50],"incorporate":[52],"different":[55],"nature":[56],"terms":[58],"shape,":[60],"cross-correlation":[61],"and":[62,72,106],"variability.":[63],"reconstruction":[65,105],"is":[67],"based":[68,74],"on":[69,75,87],"sampling":[71],"selection":[73],"wide":[77],"range":[78],"boundary":[80],"conditions,":[81],"include":[83],"prior":[84],"information.":[85],"Results":[86],"real":[88],"data":[89],"show":[90],"how":[91,107],"the":[92,96,112],"fits":[95],"particular":[97],"approaches":[98],"presented":[99],"so":[100],"far":[101],"electrocardiogram":[103],"(ECG)":[104],"simple":[109],"extension":[110],"within":[111],"can":[114],"significantly":[115],"improve":[116],"their":[117],"performance.":[118]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}