{"id":"https://openalex.org/W4294975091","doi":"https://doi.org/10.1109/embc48229.2022.9871632","title":"Prediction of the atherosclerotic plaque development in carotid arteries; the effect of T-cells","display_name":"Prediction of the atherosclerotic plaque development in carotid arteries; the effect of T-cells","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975091","doi":"https://doi.org/10.1109/embc48229.2022.9871632","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085734"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871632","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","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/A5059959470","display_name":"Dimitrios S. Pleouras","orcid":"https://orcid.org/0000-0002-8000-8218"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Dimitrios S. Pleouras","raw_affiliation_strings":["University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060613837","display_name":"Michalis D. Mantzaris","orcid":null},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michalis D. Mantzaris","raw_affiliation_strings":["University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060566170","display_name":"Panagiotis K. Siogkas","orcid":"https://orcid.org/0000-0002-0343-0984"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis K. Siogkas","raw_affiliation_strings":["University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114033974","display_name":"Vasilis D. Tsakanikas","orcid":null},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasilis D. Tsakanikas","raw_affiliation_strings":["University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071147257","display_name":"Vassiliki T. Potsika","orcid":null},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassiliki T. Potsika","raw_affiliation_strings":["University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079931924","display_name":"Antonis I. Sakellarios","orcid":"https://orcid.org/0000-0002-2272-9543"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonis Sakellarios","raw_affiliation_strings":["University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006772835","display_name":"Panagiota Tsompou","orcid":null},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiota Tsompou","raw_affiliation_strings":["University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016281604","display_name":"Fragiska Sigala","orcid":"https://orcid.org/0000-0002-5472-6873"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]},{"id":"https://openalex.org/I4210165841","display_name":"Hippocration General Hospital","ror":"https://ror.org/05v5wwy67","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210165841"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Fragiska Sigala","raw_affiliation_strings":["University of Athens, Hippocration Hospital,First Propaedeutic Dept. of Surgery, National and Kapodistrian,Athens,Greece","First Propaedeutic Dept. of Surgery, National and Kapodistrian, University of Athens, Hippocration Hospital, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of Athens, Hippocration Hospital,First Propaedeutic Dept. of Surgery, National and Kapodistrian,Athens,Greece","institution_ids":["https://openalex.org/I4210165841","https://openalex.org/I200777214"]},{"raw_affiliation_string":"First Propaedeutic Dept. of Surgery, National and Kapodistrian, University of Athens, Hippocration Hospital, Athens, Greece","institution_ids":["https://openalex.org/I4210165841","https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057894101","display_name":"Dimitrios I. Fotiadis","orcid":"https://orcid.org/0000-0002-5987-9350"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios I. Fotiadis","raw_affiliation_strings":["University of Ioannina, and with the Biomedical Research Institute FORTH, University Campus of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece,45110"],"affiliations":[{"raw_affiliation_string":"University of Ioannina, and with the Biomedical Research Institute FORTH, University Campus of Ioannina,Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering,Ioannina,Greece,45110","institution_ids":["https://openalex.org/I194019607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5059959470"],"corresponding_institution_ids":["https://openalex.org/I194019607"],"apc_list":null,"apc_paid":null,"fwci":5.36,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93984962,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"5","issue":null,"first_page":"1590","last_page":"1593"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12955","display_name":"Atherosclerosis and Cardiovascular Diseases","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12955","display_name":"Atherosclerosis and Cardiovascular Diseases","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/carotid-arteries","display_name":"Carotid arteries","score":0.6919801235198975},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4802970588207245},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.47790631651878357},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.43176060914993286}],"concepts":[{"id":"https://openalex.org/C2987047532","wikidata":"https://www.wikidata.org/wiki/Q214275","display_name":"Carotid arteries","level":2,"score":0.6919801235198975},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4802970588207245},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.47790631651878357},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.43176060914993286}],"mesh":[{"descriptor_ui":"D002339","descriptor_name":"Carotid Arteries","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002339","descriptor_name":"Carotid Arteries","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002339","descriptor_name":"Carotid Arteries","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002340","descriptor_name":"Carotid Artery Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002340","descriptor_name":"Carotid Artery Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002340","descriptor_name":"Carotid Artery Diseases","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":"D007958","descriptor_name":"Leukocyte Count","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007958","descriptor_name":"Leukocyte Count","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007958","descriptor_name":"Leukocyte Count","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013601","descriptor_name":"T-Lymphocytes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013601","descriptor_name":"T-Lymphocytes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013601","descriptor_name":"T-Lymphocytes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871632","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085734","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085734","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}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1549471387","https://openalex.org/W1876620797","https://openalex.org/W1975672782","https://openalex.org/W1990844197","https://openalex.org/W1991851232","https://openalex.org/W2003929905","https://openalex.org/W2035142337","https://openalex.org/W2042320968","https://openalex.org/W2047420973","https://openalex.org/W2069220884","https://openalex.org/W2113463192","https://openalex.org/W2131926746","https://openalex.org/W2150020842","https://openalex.org/W2305437105","https://openalex.org/W2478365786","https://openalex.org/W2536228793","https://openalex.org/W2801749590","https://openalex.org/W2979752408","https://openalex.org/W2988718643","https://openalex.org/W3092886167","https://openalex.org/W3189286474","https://openalex.org/W4200359761","https://openalex.org/W4255683973"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"The":[0,148],"carotid":[1,80,105],"artery":[2],"disease":[3],"is":[4,33],"one":[5],"of":[6,10,52,61,72,79,95,161],"the":[7,17,30,42,50,53,59,64,70,85,93,111,127,134,144],"leading":[8],"causes":[9],"mortality":[11],"worldwide,":[12],"as":[13,108,119],"it":[14],"leads":[15],"to":[16,24,37,48,110,143],"progressive":[18],"arterial":[19,106,146],"stenosis":[20],"that":[21,91],"may":[22],"result":[23],"stroke.":[25],"To":[26],"address":[27],"this":[28,98],"issue,":[29],"scientific":[31],"community":[32],"attempting":[34],"not":[35],"only":[36],"enrich":[38],"our":[39],"knowledge":[40],"on":[41],"underlying":[43],"atherosclerotic":[44,54,65],"mechanisms,":[45],"but":[46],"also":[47],"enable":[49],"prediction":[51],"progression.":[55],"This":[56],"study":[57],"investigates":[58],"role":[60],"T-cells":[62,82],"in":[63,76,84],"plaque":[66,137],"growth":[67,138],"process":[68,87],"through":[69],"implementation":[71],"a":[73,151,158],"computational":[74],"model":[75],"realistic":[77,103],"geometries":[78],"arteries.":[81],"mediate":[83],"inflammatory":[86],"by":[88],"secreting":[89],"interferon-y":[90],"enhances":[92],"activation":[94],"macrophages.":[96],"In":[97,113],"analysis,":[99],"we":[100],"used":[101],"5":[102],"human":[104],"segments":[107],"input":[109],"model.":[112],"particular,":[114],"magnetic":[115],"resonance":[116],"imaging":[117],"data,":[118,136],"well":[120],"as,":[121],"clinical":[122],"data":[123],"were":[124],"collected":[125],"from":[126],"patients":[128],"at":[129],"two":[130],"time":[131],"points.":[132],"Using":[133],"baseline":[135],"was":[139],"predicted":[140],"and":[141],"correlated":[142],"follow-up":[145],"geometries.":[147],"results":[149],"exhibited":[150],"very":[152],"good":[153],"agreement":[154],"between":[155],"them,":[156],"presenting":[157],"high":[159],"coefficient":[160],"determination":[162],"R<sup>2</sup>=0.64.":[163]},"counts_by_year":[{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
