{"id":"https://openalex.org/W4413040030","doi":"https://doi.org/10.3233/shti250885","title":"Petal-x Visualization for Lifestyle Change in Patients at Risk of Cardiovascular Diseases: An Evaluation","display_name":"Petal-x Visualization for Lifestyle Change in Patients at Risk of Cardiovascular Diseases: An Evaluation","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413040030","doi":"https://doi.org/10.3233/shti250885","pmid":"https://pubmed.ncbi.nlm.nih.gov/40775903"},"language":"en","primary_location":{"id":"doi:10.3233/shti250885","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250885","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti250885","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090267639","display_name":"Adrijana Sven\u0161ek","orcid":"https://orcid.org/0000-0003-0323-1720"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Adrijana Sven\u0161ek","raw_affiliation_strings":["University of Maribor, Faculty of Health Sciences, Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0003-0323-1720","affiliations":[{"raw_affiliation_string":"University of Maribor, Faculty of Health Sciences, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071707396","display_name":"Diego Rojo","orcid":"https://orcid.org/0000-0003-2672-0738"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Diego Rojo","raw_affiliation_strings":["Department of Computer Science, KULeuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-2672-0738","affiliations":[{"raw_affiliation_string":"Department of Computer Science, KULeuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012885706","display_name":"Lucija Gosak","orcid":"https://orcid.org/0000-0002-8742-6594"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Lucija Gosak","raw_affiliation_strings":["University of Maribor, Faculty of Health Sciences, Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-8742-6594","affiliations":[{"raw_affiliation_string":"University of Maribor, Faculty of Health Sciences, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076331387","display_name":"Katrien Verbert","orcid":"https://orcid.org/0000-0001-6699-7710"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Katrien Verbert","raw_affiliation_strings":["Department of Computer Science, KULeuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-6699-7710","affiliations":[{"raw_affiliation_string":"Department of Computer Science, KULeuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024858857","display_name":"Zalika Klemenc\u2013Keti\u0161","orcid":"https://orcid.org/0000-0002-0270-1754"},"institutions":[{"id":"https://openalex.org/I4210147919","display_name":"Community Health Centre Ljubljana","ror":"https://ror.org/04fx4vz25","country_code":"SI","type":"healthcare","lineage":["https://openalex.org/I4210147919"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Zalika Klemenc-Keti\u0161","raw_affiliation_strings":["Ljubljana Community Health Centre, Metelkova 9, 1000 Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-0270-1754","affiliations":[{"raw_affiliation_string":"Ljubljana Community Health Centre, Metelkova 9, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210147919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023796760","display_name":"Mateja Lorber","orcid":"https://orcid.org/0000-0001-7200-5204"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Mateja Lorber","raw_affiliation_strings":["University of Maribor, Faculty of Health Sciences, Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0001-7200-5204","affiliations":[{"raw_affiliation_string":"University of Maribor, Faculty of Health Sciences, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017783286","display_name":"Gregor \u0160tiglic","orcid":"https://orcid.org/0000-0002-0183-8679"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gregor \u0160tiglic","raw_affiliation_strings":["Department of Computer Science, KULeuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-0183-8679","affiliations":[{"raw_affiliation_string":"Department of Computer Science, KULeuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":20.3182,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.98654709,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"329","issue":null,"first_page":"475","last_page":"479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11265","display_name":"Aging and Gerontology Research","score":0.45590001344680786,"subfield":{"id":"https://openalex.org/subfields/3206","display_name":"Neuropsychology and Physiological Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11265","display_name":"Aging and Gerontology Research","score":0.45590001344680786,"subfield":{"id":"https://openalex.org/subfields/3206","display_name":"Neuropsychology and Physiological Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13861","display_name":"Health and Lifestyle Studies","score":0.40700000524520874,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/petal","display_name":"Petal","score":0.5613529086112976},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5002243518829346},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4469508230686188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33812516927719116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18409958481788635},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11970296502113342}],"concepts":[{"id":"https://openalex.org/C120545014","wikidata":"https://www.wikidata.org/wiki/Q107412","display_name":"Petal","level":2,"score":0.5613529086112976},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5002243518829346},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4469508230686188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33812516927719116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18409958481788635},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11970296502113342},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008019","descriptor_name":"Life Style","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008019","descriptor_name":"Life Style","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008019","descriptor_name":"Life Style","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017524","descriptor_name":"Slovenia","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D017524","descriptor_name":"Slovenia","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D017524","descriptor_name":"Slovenia","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040242","descriptor_name":"Risk Reduction Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040242","descriptor_name":"Risk Reduction Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040242","descriptor_name":"Risk Reduction Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti250885","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250885","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:40775903","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40775903","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti250885","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250885","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Cardiovascular":[0],"diseases":[1],"(CVDs)":[2],"are":[3],"the":[4,24,46,50,97,114],"leading":[5],"global":[6],"cause":[7],"of":[8,35],"death":[9],"and":[10,38,61,136],"addressing":[11],"unhealthy":[12],"lifestyles":[13],"is":[14],"essential":[15],"for":[16,53],"reducing":[17,100],"CVD":[18,55,64,123],"risk.":[19,65],"Visual":[20],"explanations,":[21],"such":[22],"as":[23],"Petal-X":[25,47],"dashboard,":[26,48],"can":[27],"support":[28],"personalized":[29],"care":[30],"by":[31],"improving":[32],"patients'":[33],"understanding":[34],"health":[36],"risks":[37],"motivating":[39],"lifestyle":[40,59],"changes.":[41],"This":[42],"study":[43,132],"evaluated":[44],"whether":[45],"utilizing":[49],"SCORE2":[51,87,101,117],"model":[52],"10-year":[54],"risk":[56,124],"calculation,":[57],"promotes":[58],"changes":[60,85],"subsequently":[62],"reduces":[63],"A":[66],"randomized":[67],"controlled":[68],"trial":[69],"(RCT)":[70],"was":[71],"conducted":[72],"with":[73,133],"52":[74],"participants":[75],"in":[76,86,99],"a":[77],"Slovenian":[78],"Community":[79],"Health":[80],"Centre.":[81],"After":[82],"six":[83],"months,":[84],"were":[88],"assessed.":[89],"The":[90],"results":[91],"showed":[92],"no":[93],"significant":[94],"differences":[95],"between":[96,111],"groups":[98],"(\u03c72":[102],"=":[103,106],"0.879;":[104],"p":[105],"0.348)":[107],"or":[108],"other":[109],"measures":[110],"groups.":[112],"However,":[113],"trend":[115],"suggests":[116],"visualization":[118],"may":[119],"contribute":[120],"moderately":[121],"to":[122],"reduction,":[125],"indicating":[126],"potential":[127],"benefits":[128],"that":[129],"warrant":[130],"further":[131],"larger":[134],"samples":[135],"longer":[137],"follow-up.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
