{"id":"https://openalex.org/W1947722389","doi":"https://doi.org/10.1109/bsn.2015.7299348","title":"A smartwatch-based medication adherence system","display_name":"A smartwatch-based medication adherence system","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1947722389","doi":"https://doi.org/10.1109/bsn.2015.7299348","mag":"1947722389"},"language":"en","primary_location":{"id":"doi:10.1109/bsn.2015.7299348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bsn.2015.7299348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042052128","display_name":"Haik Kalantarian","orcid":"https://orcid.org/0000-0002-7107-7908"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Haik Kalantarian","raw_affiliation_strings":["Deptartment of Computer Science, University of California Los Angeles","University of California Los Angeles, Deptartment of Computer Science"],"affiliations":[{"raw_affiliation_string":"Deptartment of Computer Science, University of California Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California Los Angeles, Deptartment of Computer Science","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001385856","display_name":"Nabil Alshurafa","orcid":"https://orcid.org/0000-0001-6681-7564"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nabil Alshurafa","raw_affiliation_strings":["Deptartment of Computer Science, University of California Los Angeles","University of California Los Angeles, Deptartment of Computer Science"],"affiliations":[{"raw_affiliation_string":"Deptartment of Computer Science, University of California Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California Los Angeles, Deptartment of Computer Science","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045088073","display_name":"Ebrahim Nemati","orcid":"https://orcid.org/0000-0002-6406-1086"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ebrahim Nemati","raw_affiliation_strings":["Deptartment of Computer Science, University of California Los Angeles","University of California Los Angeles, Deptartment of Computer Science"],"affiliations":[{"raw_affiliation_string":"Deptartment of Computer Science, University of California Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California Los Angeles, Deptartment of Computer Science","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036146822","display_name":"Tuan Le","orcid":"https://orcid.org/0000-0003-1539-6346"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tuan Le","raw_affiliation_strings":["Deptartment of Computer Science, University of California Los Angeles","University of California Los Angeles, Deptartment of Computer Science"],"affiliations":[{"raw_affiliation_string":"Deptartment of Computer Science, University of California Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California Los Angeles, Deptartment of Computer Science","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078132977","display_name":"Majid Sarrafzadeh","orcid":"https://orcid.org/0000-0001-8407-8689"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Majid Sarrafzadeh","raw_affiliation_strings":["Deptartment of Computer Science, University of California Los Angeles","University of California Los Angeles, Deptartment of Computer Science"],"affiliations":[{"raw_affiliation_string":"Deptartment of Computer Science, University of California Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California Los Angeles, Deptartment of Computer Science","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042052128"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":4.2905,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.93703865,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11620","display_name":"Medication Adherence and Compliance","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/T11620","display_name":"Medication Adherence and Compliance","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9937000274658203,"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/T10560","display_name":"Diabetes Management and Research","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.8434706330299377},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7141353487968445},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.7137078046798706},{"id":"https://openalex.org/keywords/medication-adherence","display_name":"Medication adherence","score":0.6200926899909973},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.6117532849311829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5601736903190613},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.532430112361908},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5141570568084717},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4899519979953766},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4464442729949951},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3471328616142273},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.19524741172790527},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.12749794125556946},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.10093915462493896},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08409461379051208},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08147460222244263}],"concepts":[{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.8434706330299377},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7141353487968445},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.7137078046798706},{"id":"https://openalex.org/C3018553135","wikidata":"https://www.wikidata.org/wiki/Q67004728","display_name":"Medication adherence","level":2,"score":0.6200926899909973},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.6117532849311829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5601736903190613},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.532430112361908},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5141570568084717},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4899519979953766},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4464442729949951},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3471328616142273},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.19524741172790527},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.12749794125556946},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.10093915462493896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08409461379051208},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08147460222244263},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bsn.2015.7299348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bsn.2015.7299348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1258929206","https://openalex.org/W1493578551","https://openalex.org/W1503521638","https://openalex.org/W1968749808","https://openalex.org/W1972147101","https://openalex.org/W1980156644","https://openalex.org/W1992254244","https://openalex.org/W2032333769","https://openalex.org/W2063396650","https://openalex.org/W2106197305","https://openalex.org/W2122897458","https://openalex.org/W2124316074","https://openalex.org/W2144165269","https://openalex.org/W2316364810","https://openalex.org/W6628181626"],"related_works":["https://openalex.org/W2356006086","https://openalex.org/W1973973903","https://openalex.org/W2545168295","https://openalex.org/W2365897603","https://openalex.org/W4234814094","https://openalex.org/W2156308897","https://openalex.org/W4303613760","https://openalex.org/W2361871310","https://openalex.org/W2417246878","https://openalex.org/W1982154684"],"abstract_inverted_index":{"Poor":[0],"adherence":[1,28,43,71],"to":[2,34,72],"prescription":[3,73],"medication":[4,74,100],"can":[5,49],"compromise":[6],"treatment":[7],"effectiveness":[8],"and":[9,48,86,103],"cost":[10],"the":[11,76,82,91],"billions":[12],"of":[13,41,78,90,99],"dollars":[14],"in":[15],"unnecessary":[16],"health":[17],"care":[18],"expenses.":[19],"Though":[20],"various":[21],"interventions":[22],"have":[23,31],"been":[24,32],"proposed":[25,92],"for":[26,69],"estimating":[27,42],"rates,":[29],"few":[30],"shown":[33],"be":[35],"effective.":[36],"Digital":[37],"systems":[38],"are":[39],"capable":[40],"without":[44],"extensive":[45],"user":[46,56],"involvement":[47],"potentially":[50],"provide":[51],"higher":[52],"accuracy":[53],"with":[54],"lower":[55],"burden":[57],"than":[58],"manual":[59],"methods.":[60],"In":[61],"this":[62],"paper,":[63],"we":[64],"propose":[65],"a":[66,97],"smartwatch-based":[67],"system":[68],"detecting":[70],"based":[75],"identification":[77],"several":[79],"motions":[80],"using":[81],"built-in":[83],"tri-axial":[84],"accelerometers":[85],"gyroscopes.":[87],"The":[88],"efficacy":[89],"technique":[93],"is":[94],"confirmed":[95],"through":[96],"survey":[98],"ingestion":[101],"habits":[102],"experimental":[104],"results":[105],"on":[106],"movement":[107],"classification.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}