{"id":"https://openalex.org/W2104839600","doi":"https://doi.org/10.1109/tbme.2015.2484286","title":"Behavioral Informatics and Computational Modeling in Support of Proactive Health Management and Care","display_name":"Behavioral Informatics and Computational Modeling in Support of Proactive Health Management and Care","publication_year":2015,"publication_date":"2015-09-29","ids":{"openalex":"https://openalex.org/W2104839600","doi":"https://doi.org/10.1109/tbme.2015.2484286","mag":"2104839600","pmid":"https://pubmed.ncbi.nlm.nih.gov/26441408","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4809752"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2015.2484286","doi":"https://doi.org/10.1109/tbme.2015.2484286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2015.2484286","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4809752","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020862899","display_name":"Misha Pavel C","orcid":"https://orcid.org/0000-0002-8023-6405","observed_orcids":["https://orcid.org/0000-0002-8023-6405","https://orcid.org/0000-0002-4064-3436"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Misha Pavel","raw_affiliation_strings":["Northeastern University, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006802823","display_name":"Holly Brugge Jimison","orcid":"https://orcid.org/0000-0003-2374-382X","observed_orcids":["https://orcid.org/0000-0003-2374-382X"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Holly B. Jimison","raw_affiliation_strings":["Northeastern University","northeastern Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"northeastern Univ","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087059698","display_name":"Ilkka Korhonen","orcid":"https://orcid.org/0000-0002-5322-8469","observed_orcids":["https://orcid.org/0000-0002-5322-8469"]},"institutions":[{"id":"https://openalex.org/I4387152565","display_name":"Tampere University of Technology","ror":"https://ror.org/02ba3pt07","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849","https://openalex.org/I4387152565"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ilkka Korhonen","raw_affiliation_strings":["Tampere University of Technology","[Tampere Univ. of Tech.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University of Technology","institution_ids":["https://openalex.org/I4387152565"]},{"raw_affiliation_string":"[Tampere Univ. of Tech.]","institution_ids":["https://openalex.org/I4387152565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085647944","display_name":"Christine M. Gordon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christine M. Gordon","raw_affiliation_strings":["Northeastern University","northeastern Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"northeastern Univ","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075669510","display_name":"Niilo Saranummi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Niilo Saranummi","raw_affiliation_strings":["VTT Technical Research Centre of Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020862899"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":8.5103,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.9727735,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"62","issue":"12","first_page":"2763","last_page":"2775"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9429000020027161,"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":0.9429000020027161,"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":0.01899999938905239,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.009100000374019146,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-behavior-change","display_name":"health behavior change","score":0.8190000057220459},{"id":"https://openalex.org/keywords/closed-loop-intervention","display_name":"closed-loop intervention","score":0.6959999799728394},{"id":"https://openalex.org/keywords/multiscale-modeling","display_name":"multiscale modeling","score":0.7799999713897705},{"id":"https://openalex.org/keywords/sensor-characterization","display_name":"sensor characterization","score":0.5699999928474426},{"id":"https://openalex.org/keywords/self-management","display_name":"self-management","score":0.6389999985694885},{"id":"https://openalex.org/keywords/remote-healthcare","display_name":"remote care","score":0.9750000238418579},{"id":"https://openalex.org/keywords/chronic-disease","display_name":"chronic disease","score":0.5860000252723694},{"id":"https://openalex.org/keywords/personalized-interventions","display_name":"personalized interventions","score":0.6039999723434448},{"id":"https://openalex.org/keywords/proactive-health-management","display_name":"proactive health management","score":0.7020000219345093}],"concepts":[{"id":"https://openalex.org/C2779363792","wikidata":"https://www.wikidata.org/wiki/Q1104185","display_name":"Coaching","level":2,"score":0.6074416637420654},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5817639827728271},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.5809785723686218},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5784765481948853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5462015867233276},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4822143316268921},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4753260910511017},{"id":"https://openalex.org/C78639753","wikidata":"https://www.wikidata.org/wiki/Q3318160","display_name":"Behavioral modeling","level":2,"score":0.47278451919555664},{"id":"https://openalex.org/C14262774","wikidata":"https://www.wikidata.org/wiki/Q4880695","display_name":"Behavior change","level":2,"score":0.4488964378833771},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4203035533428192},{"id":"https://openalex.org/C141363852","wikidata":"https://www.wikidata.org/wiki/Q5690441","display_name":"Health Administration Informatics","level":4,"score":0.4114494025707245},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4047594666481018},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3619781732559204},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3486391007900238},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22956237196922302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22059324383735657},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21180057525634766},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20525139570236206},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.12718120217323303},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.11543363332748413},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","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":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006293","descriptor_name":"Health Promotion","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008491","descriptor_name":"Medical Informatics Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012648","descriptor_name":"Self Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/tbme.2015.2484286","doi":"https://doi.org/10.1109/tbme.2015.2484286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2015.2484286","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:26441408","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26441408","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,"listed_in":[],"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":"IEEE transactions on bio-medical engineering","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:3775419","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4809752","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4809752","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4809752","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,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IEEE Trans Biomed Eng","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:3775419","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4809752","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1977325932","display_name":"Northeastern Center for Technology in Support of Self Management and Health","funder_award_id":"P20NR015320","funder_id":"https://openalex.org/F4320337353","funder_display_name":"National Institute of Nursing Research"},{"id":"https://openalex.org/G3095377770","display_name":"SHB: Large: Collaborative Research: Integrated Communications and Inference Systems for Continuous Coordinated Care of Older Adults in the Home","funder_award_id":"1407928","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5550468073","display_name":"Boston Roybal Center for Active Lifestyle Interventions","funder_award_id":"P30AG048785","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G6812743000","display_name":"SHB: Large: Collaborative Research: Integrated Communications and Inference Systems for Continuous Coordinated Care of Older Adults in the Home","funder_award_id":"1111965","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G908871098","display_name":"Cognitive Interventions Delivered to Elders in the Home via Coaching Technology","funder_award_id":"RC1AG036121","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321855","display_name":"Tekes","ror":"https://ror.org/02ag8cq23"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337353","display_name":"National Institute of Nursing Research","ror":"https://ror.org/01y3zfr79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W1206233","https://openalex.org/W115394686","https://openalex.org/W162233511","https://openalex.org/W210359992","https://openalex.org/W249423902","https://openalex.org/W359675729","https://openalex.org/W1454146249","https://openalex.org/W1520166960","https://openalex.org/W1840965171","https://openalex.org/W1853465296","https://openalex.org/W1966887316","https://openalex.org/W1968918624","https://openalex.org/W1977835193","https://openalex.org/W1983103629","https://openalex.org/W1983705368","https://openalex.org/W1985006367","https://openalex.org/W1988133012","https://openalex.org/W1988256277","https://openalex.org/W2006318999","https://openalex.org/W2013925139","https://openalex.org/W2019449247","https://openalex.org/W2019570840","https://openalex.org/W2020292934","https://openalex.org/W2036885831","https://openalex.org/W2039389896","https://openalex.org/W2040265131","https://openalex.org/W2055752416","https://openalex.org/W2059732136","https://openalex.org/W2060333238","https://openalex.org/W2061242285","https://openalex.org/W2061320251","https://openalex.org/W2062740727","https://openalex.org/W2067144469","https://openalex.org/W2068181924","https://openalex.org/W2070748994","https://openalex.org/W2079540101","https://openalex.org/W2085677658","https://openalex.org/W2088366166","https://openalex.org/W2094893668","https://openalex.org/W2098667370","https://openalex.org/W2099697766","https://openalex.org/W2100695057","https://openalex.org/W2102977671","https://openalex.org/W2103151433","https://openalex.org/W2107351609","https://openalex.org/W2116308483","https://openalex.org/W2121895804","https://openalex.org/W2125838338","https://openalex.org/W2126030799","https://openalex.org/W2133202804","https://openalex.org/W2135090840","https://openalex.org/W2135360270","https://openalex.org/W2137806997","https://openalex.org/W2140060576","https://openalex.org/W2142912849","https://openalex.org/W2143345048","https://openalex.org/W2148217011","https://openalex.org/W2149265731","https://openalex.org/W2154051039","https://openalex.org/W2154887796","https://openalex.org/W2155348987","https://openalex.org/W2156046656","https://openalex.org/W2159903337","https://openalex.org/W2161716222","https://openalex.org/W2162294947","https://openalex.org/W2169384369","https://openalex.org/W2244375307","https://openalex.org/W2313506094","https://openalex.org/W2432184956","https://openalex.org/W2497963138","https://openalex.org/W2505213109","https://openalex.org/W2523440281","https://openalex.org/W2608350103","https://openalex.org/W2751862591","https://openalex.org/W2752099845","https://openalex.org/W2776017876","https://openalex.org/W4212913168","https://openalex.org/W4247231978","https://openalex.org/W4249332350","https://openalex.org/W4285719527","https://openalex.org/W6628633709"],"related_works":["https://openalex.org/W2538910796","https://openalex.org/W2621363098","https://openalex.org/W2981954057","https://openalex.org/W2621109484","https://openalex.org/W359675729","https://openalex.org/W1993689482","https://openalex.org/W7071592660","https://openalex.org/W2796076319","https://openalex.org/W7133193295","https://openalex.org/W2067144469"],"abstract_inverted_index":{"Health-related":[0],"behaviors":[1,53],"are":[2],"among":[3],"the":[4,27,37,60,69,91,119,140,190,207],"most":[5],"significant":[6,216],"determinants":[7],"of":[8,12,39,62,93,115,132,142,160,167,210],"health":[9,15,23,52,87,147,170],"and":[10,25,36,64,82,110,127,135,192,195,200,213],"quality":[11],"life.":[13],"Improving":[14],"behavior":[16,88,129,161],"is":[17,219],"an":[18,32,83,96,165],"effective":[19],"way":[20],"to":[21,47,71,85,121,157,221,225],"enhance":[22],"outcomes":[24],"mitigate":[26],"escalating":[28],"challenges":[29],"arising":[30],"from":[31,152],"increasingly":[33],"aging":[34],"population":[35],"proliferation":[38],"chronic":[40],"diseases.":[41],"Although":[42],"it":[43],"has":[44,118],"been":[45],"difficult":[46],"obtain":[48],"lasting":[49],"improvements":[50],"in":[51,105,130],"on":[54,102,179],"a":[55,80,143,168,175],"wide":[56],"scale,":[57],"advances":[58],"at":[59],"intersection":[61],"technology":[63,196],"behavioral":[65,94,108,116],"science":[66,109],"may":[67],"provide":[68,164],"tools":[70,92],"address":[72],"this":[73,76,184,223],"challenge.":[74],"In":[75],"paper,":[77],"we":[78,187],"describe":[79,139],"vision":[81,224],"approach":[84],"improve":[86],"interventions":[89,123],"using":[90],"informatics,":[95],"emerging":[97],"transdisciplinary":[98],"research":[99,169,211,218],"domain":[100],"based":[101,178],"system-theoretic":[103],"principles":[104],"combination":[106],"with":[107],"information":[111],"technology.":[112],"The":[113],"field":[114],"informatics":[117],"potential":[120],"optimize":[122],"through":[124],"monitoring,":[125],"assessing,":[126],"modeling":[128],"support":[131,198],"providing":[133],"tailored":[134],"timely":[136],"interventions.":[137,148],"We":[138,163,203],"components":[141,150],"closed-loop":[144,176],"system":[145],"for":[146],"These":[149],"range":[151],"fine":[153],"grain":[154],"sensor":[155],"characterizations":[156],"individual-based":[158],"models":[159],"change.":[162],"example":[166],"coaching":[171],"platform":[172],"that":[173,205],"incorporates":[174],"intervention":[177],"these":[180],"multiscale":[181],"models.":[182],"Using":[183],"early":[185],"prototype,":[186],"illustrate":[188],"how":[189],"optimized":[191],"personalized":[193],"methodology":[194],"can":[197],"self-management":[199],"remote":[201],"care.":[202],"note":[204],"despite":[206],"existing":[208],"examples":[209],"projects":[212],"our":[214],"platform,":[215],"future":[217],"required":[220],"convert":[222],"full-scale":[226],"implementations.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":5}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}
