{"id":"https://openalex.org/W7202260733","doi":"https://doi.org/10.5281/zenodo.21902788","title":"A User-Centered, Requirement-Driven Reference Architecture for AI-Enabled Mobile Heart Failure Management","display_name":"A User-Centered, Requirement-Driven Reference Architecture for AI-Enabled Mobile Heart Failure Management","publication_year":2026,"publication_date":"2026-08-12","ids":{"openalex":"https://openalex.org/W7202260733","doi":"https://doi.org/10.5281/zenodo.21902788"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.21902788","doi":"https://doi.org/10.5281/zenodo.21902788","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21902788","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.21902788","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115513464","display_name":"Grigorios G. Kotoulas","orcid":null,"observed_orcids":[]},"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"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kotoulas, Grigorios G.","raw_affiliation_strings":["Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, and Biomedical Research Institute, Foundation for Research and Technology Hellas, FORTH-BRI, Ioannina, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, and Biomedical Research Institute, Foundation for Research and Technology Hellas, FORTH-BRI, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607","https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028644137","display_name":"Dimitrios G. Boucharas","orcid":"https://orcid.org/0000-0002-8613-2746","observed_orcids":["https://orcid.org/0000-0002-8613-2746"]},"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"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Boucharas, Dimitrios G.","raw_affiliation_strings":["Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, and Biomedical Research Institute, Foundation for Research and Technology Hellas, FORTH-BRI, Ioannina, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, and Biomedical Research Institute, Foundation for Research and Technology Hellas, FORTH-BRI, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607","https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133788631","display_name":"Sarah J. Charman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Charman, Sarah J.","raw_affiliation_strings":["Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115877553","display_name":"Ioannis Kyprakis","orcid":"https://orcid.org/0009-0000-0711-5108","observed_orcids":["https://orcid.org/0009-0000-0711-5108"]},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]},{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kyprakis, Ioannis","raw_affiliation_strings":["Institute of Computer Science, FORTH and the Dept. of Electric and Computer Engineering, Hellenic Mediterranean University, Heraklion, Crete, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, FORTH and the Dept. of Electric and Computer Engineering, Hellenic Mediterranean University, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699","https://openalex.org/I4210121775","https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052065764","display_name":"Dimitrios Manousos","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]},{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manousos, Dimitrios","raw_affiliation_strings":["Institute of Computer Science, FORTH and the Dept. of Electric and Computer Engineering, Hellenic Mediterranean University, Heraklion, Crete, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, FORTH and the Dept. of Electric and Computer Engineering, Hellenic Mediterranean University, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699","https://openalex.org/I4210121775","https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091064880","display_name":"Vasileios S. Loukas","orcid":"https://orcid.org/0000-0001-6390-884X","observed_orcids":["https://orcid.org/0000-0001-6390-884X"]},"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"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Loukas, Vasileios S.","raw_affiliation_strings":["Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, and Biomedical Research Institute, Foundation for Research and Technology Hellas, FORTH-BRI, Ioannina, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, and Biomedical Research Institute, Foundation for Research and Technology Hellas, FORTH-BRI, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607","https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085956909","display_name":"Nduka Charles Okwose","orcid":"https://orcid.org/0000-0003-0145-2538","observed_orcids":["https://orcid.org/0000-0003-0145-2538"]},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Okwose, Nduka C.","raw_affiliation_strings":["Clinical Sciences and Translational Medicine, Research Centre for Health and Life Sciences, Coventry University, Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Sciences and Translational Medicine, Research Centre for Health and Life Sciences, Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139440762","display_name":"Djordje Jakovljevic","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jakovljevic, Djordje","raw_affiliation_strings":["Clinical Sciences and Translational Medicine, Research Centre for Health and Life Sciences, Coventry University, Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Sciences and Translational Medicine, Research Centre for Health and Life Sciences, Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006131395","display_name":"Nenad Filipovi\u0107","orcid":"https://orcid.org/0000-0001-9964-5615","observed_orcids":["https://orcid.org/0000-0001-9964-5615","https://orcid.org/0000-0002-0286-6014"]},"institutions":[{"id":"https://openalex.org/I14245010","display_name":"University of Kragujevac","ror":"https://ror.org/04f7vj627","country_code":"RS","type":"education","lineage":["https://openalex.org/I14245010"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Filipovic, Nenad","raw_affiliation_strings":["Bioengineering Research and Development Center, Kragujevac, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Research and Development Center, Kragujevac, Serbia","institution_ids":["https://openalex.org/I14245010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087123353","display_name":"Manolis Tsiknakis","orcid":"https://orcid.org/0000-0001-8454-1450","observed_orcids":["https://orcid.org/0000-0001-8454-1450"]},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]},{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Tsiknakis, Manolis","raw_affiliation_strings":["Institute of Computer Science, FORTH and the Dept. of Electric and Computer Engineering, Hellenic Mediterranean University, Heraklion, Crete, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, FORTH and the Dept. of Electric and Computer Engineering, Hellenic Mediterranean University, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699","https://openalex.org/I4210121775","https://openalex.org/I8901234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5146952649","display_name":"Dimitrios I. Fotiadis","orcid":null,"observed_orcids":[]},"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"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Fotiadis, Dimitrios I.","raw_affiliation_strings":["Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, and Biomedical Research Institute, Foundation for Research and Technology Hellas, FORTH-BRI, Ioannina, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, and Biomedical Research Institute, Foundation for Research and Technology Hellas, FORTH-BRI, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607","https://openalex.org/I8901234"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"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/heart-failure-treatment","display_name":"heart failure treatment","score":0.8640000224113464},{"id":"https://openalex.org/keywords/mobile-health","display_name":"mobile health","score":0.9890000224113464},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"remote patient monitoring","score":0.8140000104904175},{"id":"https://openalex.org/keywords/reference-architecture","display_name":"reference architecture","score":0.8420000076293945},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.8190000057220459},{"id":"https://openalex.org/keywords/voice-biomarkers","display_name":"vocal biomarkers","score":0.8579999804496765},{"id":"https://openalex.org/keywords/multimodal-data-integration","display_name":"multimodal data integration","score":0.7609999775886536},{"id":"https://openalex.org/keywords/patient-self-management","display_name":"patient self-management","score":0.8190000057220459},{"id":"https://openalex.org/keywords/clinical-workflow","display_name":"clinical workflow","score":0.6290000081062317},{"id":"https://openalex.org/keywords/user-centered-design","display_name":"user-centered design","score":0.6470000147819519},{"id":"https://openalex.org/keywords/requirements-analysis","display_name":"requirements analysis","score":0.6370000243186951},{"id":"https://openalex.org/keywords/secure-data-sharing","display_name":"secure data sharing","score":0.5559999942779541},{"id":"https://openalex.org/keywords/risk-monitoring","display_name":"risk monitoring","score":0.7289999723434448}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6805999875068665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5145999789237976},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5085999965667725},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4593999981880188},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4018000066280365},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.3806000053882599},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3662000000476837},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3596000075340271},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.3544999957084656},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.3352999985218048},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.33399999141693115},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C66283442","wikidata":"https://www.wikidata.org/wiki/Q1389268","display_name":"Failure mode and effects analysis","level":2,"score":0.3310999870300293},{"id":"https://openalex.org/C53619493","wikidata":"https://www.wikidata.org/wiki/Q4787093","display_name":"Architecture framework","level":3,"score":0.32519999146461487},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.3183000087738037},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.3102000057697296},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.3082999885082245},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3050000071525574},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.2727999985218048},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.2700999975204468},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C45384764","wikidata":"https://www.wikidata.org/wiki/Q838667","display_name":"Requirements elicitation","level":4,"score":0.2676999866962433},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.25850000977516174},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.2578999996185303},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25200000405311584}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.21902788","doi":"https://doi.org/10.5281/zenodo.21902788","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21902788","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},{"id":"doi:10.5281/zenodo.21902789","doi":"https://doi.org/10.5281/zenodo.21902789","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21902789","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"}],"best_oa_location":{"id":"doi:10.5281/zenodo.21902788","doi":"https://doi.org/10.5281/zenodo.21902788","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21902788","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3868211099","display_name":"Artificial intelligence-based decision support system for risk stratification and early detection of heart failure in primary and secondary care","funder_award_id":"101080905","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3085790720","https://openalex.org/W2751559525","https://openalex.org/W1874746313","https://openalex.org/W4406887666","https://openalex.org/W7171694466","https://openalex.org/W2889806953","https://openalex.org/W2165837579","https://openalex.org/W7155646644","https://openalex.org/W7221177032","https://openalex.org/W2792479013"],"abstract_inverted_index":{"Heart":[0,260],"failure":[1,207],"management":[2],"increasingly":[3],"relies":[4],"on":[5,184],"mobile":[6,62],"health":[7,94],"technologies;":[8],"however,":[9],"existing":[10,92],"solutions":[11],"often":[12],"lack":[13],"modularity,":[14],"transparent":[15],"integration":[16],"of":[17,59,91,193],"heterogeneous":[18],"data":[19,115,129,141,179],"sources,":[20],"and":[21,28,45,50,57,82,89,120,147,159,168,177,190,209,218,224,232,244],"coordinated":[22],"support":[23,124,134,205,212],"for":[24],"both":[25],"patient":[26,167,216],"self-management":[27,208],"clinical":[29,210,247,252],"workflows":[30],"within":[31,116],"a":[32,61,117],"unified":[33],"framework.":[34],"In":[35],"addition,":[36],"many":[37],"systems":[38],"are":[39],"insufficiently":[40],"described":[41],"from":[42],"an":[43,66,131],"architectural":[44,188],"methodological":[46],"perspective,":[47],"limiting":[48],"reproducibility":[49],"scalability.":[51],"This":[52,181],"work":[53],"presents":[54],"the":[55,185,194,236],"co-design":[56],"co-development":[58],"mAIHeart,":[60],"application":[63,110],"developed":[64],"through":[65,76,130,213],"iterative,":[67],"user-centered":[68],"system":[69,237],"development":[70],"lifecycle.":[71],"System":[72],"requirements":[73,97],"were":[74,98],"elicited":[75],"stakeholder":[77],"engagement":[78],"with":[79],"patients,":[80],"caregivers":[81],"healthcare":[83,169,225],"professionals,":[84],"complemented":[85],"by":[86],"literature":[87],"review":[88],"analysis":[90],"digital":[93],"solutions.":[95],"These":[96],"systematically":[99],"translated":[100],"into":[101],"modular,":[102],"role-aware":[103],"reference":[104],"architecture":[105,119,138],"supporting":[106],"actor":[107],"workflows.":[108],"The":[109,136,199],"integrates":[111],"retrospectively":[112],"collected":[113,128],"multicentre":[114],"client\u2013server":[118],"is":[121,202],"designed":[122],"to":[123,156,204,240,250],"validation":[125],"using":[126],"prospectively":[127],"AI-enabled":[132],"decision":[133,211],"system.":[135,196],"proposed":[137],"enables":[139],"multimodal":[140,215],"acquisition,":[142],"including":[143],"wearable-derived":[144],"physiological":[145],"signals":[146],"novel":[148],"diagnostic":[149],"modalities":[150],"such":[151],"as":[152],"cardiac":[153],"output":[154],"response":[155],"stress":[157],"tests":[158],"voice":[160],"biomarkers.":[161],"Dual":[162],"user":[163],"interfaces":[164],"address":[165],"distinct":[166],"professional":[170],"needs,":[171],"enabling":[172],"risk":[173,230],"monitoring,":[174],"goal":[175],"management,":[176],"secure":[178],"exchange.":[180],"paper":[182],"focuses":[183],"design":[186],"methodology,":[187],"rationale,":[189],"functional":[191],"capabilities":[192],"mAIHeart":[195,200],"Clinical":[197],"relevance\u2014":[198],"framework":[201],"intended":[203],"heart":[206],"continuous,":[214],"monitoring":[217],"structured":[219],"information":[220],"exchange":[221],"between":[222],"patients":[223],"professionals.":[226],"By":[227],"facilitating":[228],"earlier":[229],"identification":[231],"personalized":[233],"care":[234,242],"planning,":[235],"may":[238],"contribute":[239],"improved":[241],"coordination":[243],"more":[245],"timely":[246],"interventions,":[248],"subject":[249],"future":[251],"validation.":[253],"Keywords\u2014Mobile":[254],"Health;":[255],"Remote":[256],"Monitoring;":[257],"Artificial":[258],"Intelligence;":[259],"Failure;":[261],"Wearables":[262]},"counts_by_year":[],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2026-08-13T00:00:00"}
