{"id":"https://openalex.org/W2977057099","doi":"https://doi.org/10.3390/s19194183","title":"Technologies for Monitoring Lifestyle Habits Related to Brain Health: A Systematic Review","display_name":"Technologies for Monitoring Lifestyle Habits Related to Brain Health: A Systematic Review","publication_year":2019,"publication_date":"2019-09-26","ids":{"openalex":"https://openalex.org/W2977057099","doi":"https://doi.org/10.3390/s19194183","mag":"2977057099","pmid":"https://pubmed.ncbi.nlm.nih.gov/31561599"},"language":"en","primary_location":{"id":"doi:10.3390/s19194183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19194183","pdf_url":"https://www.mdpi.com/1424-8220/19/19/4183/pdf?version=1569739131","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/19/19/4183/pdf?version=1569739131","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090613596","display_name":"Diego Moreno-Blanco","orcid":"https://orcid.org/0000-0003-1714-4353"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Diego Moreno-Blanco","raw_affiliation_strings":["Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1714-4353","affiliations":[{"raw_affiliation_string":"Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699801","display_name":"Javier Solana S\u00e1nchez","orcid":"https://orcid.org/0000-0003-0880-7856"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]},{"id":"https://openalex.org/I4210113915","display_name":"Institut Guttmann","ror":"https://ror.org/01xcgd076","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113915"]},{"id":"https://openalex.org/I4210137002","display_name":"Institut d'Investigaci\u00f3 en Ci\u00e8ncies de la Salut Germans Trias i Pujol","ror":"https://ror.org/03bzdww12","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210137002","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Solana-S\u00e1nchez","raw_affiliation_strings":["Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","Universitat Aut\u00f2noma de Barcelona, 08193 Barcelona, Spain, and with Fundaci\u00f3 Institut d\u2019Investigaci\u00f3 en Ci\u00e8ncies de la Salut Germans Trias i Pujol, 08916 Badalona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0880-7856","affiliations":[{"raw_affiliation_string":"Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","institution_ids":["https://openalex.org/I4210113915"]},{"raw_affiliation_string":"Universitat Aut\u00f2noma de Barcelona, 08193 Barcelona, Spain, and with Fundaci\u00f3 Institut d\u2019Investigaci\u00f3 en Ci\u00e8ncies de la Salut Germans Trias i Pujol, 08916 Badalona, Spain","institution_ids":["https://openalex.org/I4210137002","https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019416785","display_name":"Patricia S\u00e1nchez Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-9871-0884"},"institutions":[{"id":"https://openalex.org/I4210105141","display_name":"Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine","ror":"https://ror.org/01gm5f004","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210105141"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Patricia S\u00e1nchez-Gonz\u00e1lez","raw_affiliation_strings":["Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9871-0884","affiliations":[{"raw_affiliation_string":"Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain","institution_ids":["https://openalex.org/I4210105141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013124770","display_name":"Ignacio Oropesa Garc\u00eda","orcid":"https://orcid.org/0000-0003-4560-285X"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Oropesa","raw_affiliation_strings":["Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4560-285X","affiliations":[{"raw_affiliation_string":"Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069008951","display_name":"Cesar A. C\u00e1ceres","orcid":"https://orcid.org/0000-0002-1546-775X"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C\u00e9sar C\u00e1ceres","raw_affiliation_strings":["Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","ETSI Inform\u00e1tica, Universidad Rey Juan Carlos, 28933 Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"ETSI Inform\u00e1tica, Universidad Rey Juan Carlos, 28933 Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084829982","display_name":"Gabriele Cattaneo","orcid":"https://orcid.org/0000-0002-7411-6829"},"institutions":[{"id":"https://openalex.org/I4210113915","display_name":"Institut Guttmann","ror":"https://ror.org/01xcgd076","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113915"]},{"id":"https://openalex.org/I4210160192","display_name":"Consorci Institut D'Investigacions Biomediques August Pi I Sunyer","ror":"https://ror.org/054vayn55","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160192","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gabriele Cattaneo","raw_affiliation_strings":["Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","Institut d\u2019Investigacions Biom\u00e8diques August Pi i Sunyer, 08036 Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7411-6829","affiliations":[{"raw_affiliation_string":"Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","institution_ids":["https://openalex.org/I4210113915"]},{"raw_affiliation_string":"Institut d\u2019Investigacions Biom\u00e8diques August Pi i Sunyer, 08036 Barcelona, Spain","institution_ids":["https://openalex.org/I4210160192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032519429","display_name":"Josep M. Tormos","orcid":"https://orcid.org/0000-0002-8764-2289"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]},{"id":"https://openalex.org/I4210113915","display_name":"Institut Guttmann","ror":"https://ror.org/01xcgd076","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113915"]},{"id":"https://openalex.org/I4210137002","display_name":"Institut d'Investigaci\u00f3 en Ci\u00e8ncies de la Salut Germans Trias i Pujol","ror":"https://ror.org/03bzdww12","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210137002","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josep M. Tormos-Mu\u00f1oz","raw_affiliation_strings":["Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","Universitat Aut\u00f2noma de Barcelona, 08193 Barcelona, Spain, and with Fundaci\u00f3 Institut d\u2019Investigaci\u00f3 en Ci\u00e8ncies de la Salut Germans Trias i Pujol, 08916 Badalona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","institution_ids":["https://openalex.org/I4210113915"]},{"raw_affiliation_string":"Universitat Aut\u00f2noma de Barcelona, 08193 Barcelona, Spain, and with Fundaci\u00f3 Institut d\u2019Investigaci\u00f3 en Ci\u00e8ncies de la Salut Germans Trias i Pujol, 08916 Badalona, Spain","institution_ids":["https://openalex.org/I4210137002","https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054762575","display_name":"David Bartr\u00e9s\u2010Faz","orcid":"https://orcid.org/0000-0001-6020-4118"},"institutions":[{"id":"https://openalex.org/I4210095713","display_name":"Departament de Salut","ror":"https://ror.org/00nyrjc53","country_code":"ES","type":"government","lineage":["https://openalex.org/I157913058","https://openalex.org/I4210095713"]},{"id":"https://openalex.org/I4210113915","display_name":"Institut Guttmann","ror":"https://ror.org/01xcgd076","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113915"]},{"id":"https://openalex.org/I4210160192","display_name":"Consorci Institut D'Investigacions Biomediques August Pi I Sunyer","ror":"https://ror.org/054vayn55","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210160192","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Bartr\u00e9s-Faz","raw_affiliation_strings":["Departament de Medicina, Facultat de Medicina i Ci\u00e8ncies de la Salut, i Institut de Neuroci\u00e8ncies, Universitat de Barcelona, 08036 Barcelona, Spain","Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","Institut d\u2019Investigacions Biom\u00e8diques August Pi i Sunyer, 08036 Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departament de Medicina, Facultat de Medicina i Ci\u00e8ncies de la Salut, i Institut de Neuroci\u00e8ncies, Universitat de Barcelona, 08036 Barcelona, Spain","institution_ids":["https://openalex.org/I4210095713","https://openalex.org/I71999127"]},{"raw_affiliation_string":"Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","institution_ids":["https://openalex.org/I4210113915"]},{"raw_affiliation_string":"Institut d\u2019Investigacions Biom\u00e8diques August Pi i Sunyer, 08036 Barcelona, Spain","institution_ids":["https://openalex.org/I4210160192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056623917","display_name":"\u00c1lvaro Pascual\u2010Leone","orcid":"https://orcid.org/0000-0001-8975-0382"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210113915","display_name":"Institut Guttmann","ror":"https://ror.org/01xcgd076","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113915"]},{"id":"https://openalex.org/I4210123879","display_name":"Hebrew SeniorLife","ror":"https://ror.org/02vptss42","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210123879"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Pascual-Leone","raw_affiliation_strings":["Hinda and Arthur Marcus Institute for Aging Research and the Center for Memory Health, Hebrew SeniorLife, Department of Neurology, Harvard Medical School, Boston, MA 02131, USA","Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8975-0382","affiliations":[{"raw_affiliation_string":"Hinda and Arthur Marcus Institute for Aging Research and the Center for Memory Health, Hebrew SeniorLife, Department of Neurology, Harvard Medical School, Boston, MA 02131, USA","institution_ids":["https://openalex.org/I4210123879","https://openalex.org/I136199984"]},{"raw_affiliation_string":"Institut Guttmann, Institut Universitari de Neurorehabilitaci\u00f3 adscrit a la UAB, 08916 Badalona, Spain","institution_ids":["https://openalex.org/I4210113915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043465888","display_name":"Enrique J. G\u00f3mez Aguilera","orcid":"https://orcid.org/0000-0001-6998-1407"},"institutions":[{"id":"https://openalex.org/I4210105141","display_name":"Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine","ror":"https://ror.org/01gm5f004","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210105141"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Enrique J. G\u00f3mez","raw_affiliation_strings":["Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicaci\u00f3n, Center for Biomedical Technology, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain","institution_ids":["https://openalex.org/I4210105141"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5090613596"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.986,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.79111844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"19","issue":"19","first_page":"4183","last_page":"4183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.9801999926567078,"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/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.9801999926567078,"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":0.979200005531311,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9528999924659729,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5261183381080627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36678552627563477},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.358956515789032},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33462172746658325},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.32568997144699097},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14430773258209229}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5261183381080627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36678552627563477},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.358956515789032},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33462172746658325},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.32568997144699097},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14430773258209229},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006184","descriptor_name":"Habits","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006184","descriptor_name":"Habits","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006184","descriptor_name":"Habits","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":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009747","descriptor_name":"Nutritional Physiological Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009747","descriptor_name":"Nutritional Physiological Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009747","descriptor_name":"Nutritional Physiological Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s19194183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19194183","pdf_url":"https://www.mdpi.com/1424-8220/19/19/4183/pdf?version=1569739131","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:31561599","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31561599","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:ddd.uab.cat:253350","is_oa":true,"landing_page_url":"https://ddd.uab.cat/record/253350","pdf_url":null,"source":{"id":"https://openalex.org/S4306400380","display_name":"Dip\u00f2sit Digital de Documents de la UAB (Universitat Aut\u00f2noma de Barcelona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123044942","host_organization_name":"Universitat Aut\u00f2noma de Barcelona","host_organization_lineage":["https://openalex.org/I123044942"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:d6165b67f4af446f8961fa1b1e476110","is_oa":true,"landing_page_url":"https://doaj.org/article/d6165b67f4af446f8961fa1b1e476110","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 19, Iss 19, p 4183 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/19/4183/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19194183","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6806336","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6806336","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s19194183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19194183","pdf_url":"https://www.mdpi.com/1424-8220/19/19/4183/pdf?version=1569739131","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1128758681","display_name":null,"funder_award_id":"DPI2017-86088-C3-1-R","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7683642267","display_name":null,"funder_award_id":"LCF/PR/PR16/11110004","funder_id":"https://openalex.org/F4320312058","funder_display_name":"\u201cla Caixa\u201d Foundation"}],"funders":[{"id":"https://openalex.org/F4320312058","display_name":"\u201cla Caixa\u201d Foundation","ror":"https://ror.org/03zhx9h04"},{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320330256","display_name":"Fundaci\u00f3n Bancaria Caixa d'Estalvis i Pensions de Barcelona","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2977057099.pdf","grobid_xml":"https://content.openalex.org/works/W2977057099.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W221898770","https://openalex.org/W1462760897","https://openalex.org/W1535078275","https://openalex.org/W1963488110","https://openalex.org/W1972867102","https://openalex.org/W2001815058","https://openalex.org/W2003318621","https://openalex.org/W2006103193","https://openalex.org/W2008323425","https://openalex.org/W2027637514","https://openalex.org/W2029333176","https://openalex.org/W2032651487","https://openalex.org/W2032870360","https://openalex.org/W2034591666","https://openalex.org/W2051597542","https://openalex.org/W2055731857","https://openalex.org/W2059523678","https://openalex.org/W2084553975","https://openalex.org/W2089713526","https://openalex.org/W2093152548","https://openalex.org/W2093393296","https://openalex.org/W2093443417","https://openalex.org/W2095509251","https://openalex.org/W2104792456","https://openalex.org/W2113294557","https://openalex.org/W2118085818","https://openalex.org/W2121530613","https://openalex.org/W2128127086","https://openalex.org/W2133527626","https://openalex.org/W2140068074","https://openalex.org/W2144798030","https://openalex.org/W2148014645","https://openalex.org/W2149964512","https://openalex.org/W2152623491","https://openalex.org/W2153299035","https://openalex.org/W2176655222","https://openalex.org/W2188386313","https://openalex.org/W2190673782","https://openalex.org/W2230491321","https://openalex.org/W2343863069","https://openalex.org/W2400006489","https://openalex.org/W2538910796","https://openalex.org/W2596735147","https://openalex.org/W2610332124","https://openalex.org/W2616765463","https://openalex.org/W2768968258","https://openalex.org/W2792675143","https://openalex.org/W2793809347","https://openalex.org/W2797529941","https://openalex.org/W2797584897","https://openalex.org/W2807227705","https://openalex.org/W2893614503","https://openalex.org/W2949063287","https://openalex.org/W4238398471","https://openalex.org/W6608723845","https://openalex.org/W6677306616","https://openalex.org/W6745910559","https://openalex.org/W6763589699"],"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/W2070311887","https://openalex.org/W2115099528"],"abstract_inverted_index":{"Brain":[0],"health":[1,28],"refers":[2],"to":[3,46,55,81,119,138,164,175,180],"the":[4,58,73,83,105,128,166,177],"preservation":[5],"of":[6,75,161,169],"brain":[7,27],"integrity":[8],"and":[9,29,32,41,63,110,132,143,149,172,183],"function":[10],"optimized":[11],"for":[12,67,108],"an":[13],"individual's":[14],"biological":[15],"age.":[16],"Several":[17],"studies":[18,100],"have":[19],"demonstrated":[20],"that":[21,135,151],"our":[22,26,30,97],"lifestyles":[23,37],"habits":[24],"impact":[25],"cognitive":[31],"mental":[33],"wellbeing.":[34],"Monitoring":[35],"such":[36,48],"is":[38],"thus":[39],"critical":[40],"mobile":[42],"technologies":[43,148],"are":[44,136],"essential":[45],"enable":[47,158],"a":[49,61,68,124,141],"goal.":[50],"Three":[51],"databases":[52],"were":[53,79,93],"selected":[54,95],"carry":[56],"out":[57],"search.":[59],"Then,":[60],"PRISMA":[62],"PICOTS":[64],"based":[65],"criteria":[66],"more":[69],"detailed":[70],"review":[71],"on":[72],"basis":[74],"monitoring":[76,109,160],"lifestyle":[77,170],"aspects":[78],"used":[80],"filter":[82],"publications.":[84],"We":[85,122],"identified":[86],"133":[87],"publications":[88],"after":[89],"removing":[90],"duplicates.":[91],"Fifteen":[92],"finally":[94],"from":[96,147],"criteria.":[98],"Many":[99],"still":[101],"use":[102],"questionnaires":[103],"as":[104],"only":[106],"tool":[107],"do":[111],"not":[112],"apply":[113],"advanced":[114],"analytic":[115],"or":[116],"AI":[117],"approaches":[118],"fine-tune":[120],"results.":[121],"anticipate":[123],"transformative":[125],"boom":[126],"in":[127,140],"near":[129],"future":[130],"developing":[131],"implementing":[133],"solutions":[134],"able":[137],"integrate,":[139],"flexible":[142],"adaptable":[144],"way,":[145],"data":[146,163],"devices":[150],"users":[152],"might":[153],"already":[154],"use.":[155],"This":[156],"will":[157],"continuous":[159],"objective":[162],"guide":[165],"personalized":[167],"definition":[168],"goals":[171],"data-driven":[173],"coaching":[174],"offer":[176],"necessary":[178],"support":[179],"ensure":[181],"adherence":[182],"satisfaction.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}