{"id":"https://openalex.org/W2791223444","doi":"https://doi.org/10.1109/access.2018.2809611","title":"An mHealth System for Monitoring Medication Adherence in Obstructive Respiratory Diseases Using Content Based Audio Classification","display_name":"An mHealth System for Monitoring Medication Adherence in Obstructive Respiratory Diseases Using Content Based Audio Classification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2791223444","doi":"https://doi.org/10.1109/access.2018.2809611","mag":"2791223444"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2809611","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2809611","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2809611","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061959060","display_name":"Stavros Nousias","orcid":"https://orcid.org/0000-0002-2811-235X"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Stavros Nousias","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086877328","display_name":"Aris S. Lalos","orcid":"https://orcid.org/0000-0003-0511-9302"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Aris S. Lalos","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003278899","display_name":"Gerasimos Arvanitis","orcid":"https://orcid.org/0000-0001-8149-5188"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Gerasimos Arvanitis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109963015","display_name":"\u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u039c\u03bf\u03c5\u03c3\u03c4\u03ac\u03ba\u03b1\u03c2","orcid":"https://orcid.org/0000-0001-7617-227X"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Moustakas","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017244678","display_name":"Triantafillos Tsirelis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Triantafillos Tsirelis","raw_affiliation_strings":["Centre for Research and Technology-Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology-Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001128222","display_name":"Dimitrios Kikidis","orcid":"https://orcid.org/0000-0002-1445-5474"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Kikidis","raw_affiliation_strings":["Centre for Research and Technology-Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology-Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064307246","display_name":"Konstantinos Votis","orcid":"https://orcid.org/0000-0001-6381-8326"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Votis","raw_affiliation_strings":["Centre for Research and Technology-Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology-Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087452615","display_name":"Dimitrios Tzovaras","orcid":"https://orcid.org/0000-0001-6915-6722"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Tzovaras","raw_affiliation_strings":["Centre for Research and Technology-Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology-Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5061959060"],"corresponding_institution_ids":["https://openalex.org/I174878644"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.1157,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.91873521,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"11871","last_page":"11882"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12418","display_name":"Respiratory and Cough-Related Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T12418","display_name":"Respiratory and Cough-Related Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10051","display_name":"Asthma and respiratory diseases","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10863","display_name":"Voice and Speech Disorders","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/mhealth","display_name":"mHealth","score":0.7458744049072266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6549683809280396},{"id":"https://openalex.org/keywords/medication-adherence","display_name":"Medication adherence","score":0.47864973545074463},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3922179341316223},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2734997272491455},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14283820986747742},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.07942965626716614}],"concepts":[{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.7458744049072266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6549683809280396},{"id":"https://openalex.org/C3018553135","wikidata":"https://www.wikidata.org/wiki/Q67004728","display_name":"Medication adherence","level":2,"score":0.47864973545074463},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3922179341316223},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2734997272491455},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14283820986747742},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.07942965626716614},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2809611","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2809611","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:239643167d6c496891808b88f462806a","is_oa":true,"landing_page_url":"https://doaj.org/article/239643167d6c496891808b88f462806a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 11871-11882 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2809611","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2809611","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W55728057","https://openalex.org/W1493705542","https://openalex.org/W1542410198","https://openalex.org/W1968969471","https://openalex.org/W1999485255","https://openalex.org/W2014784674","https://openalex.org/W2043990114","https://openalex.org/W2051332372","https://openalex.org/W2085902327","https://openalex.org/W2120793327","https://openalex.org/W2122549120","https://openalex.org/W2133508860","https://openalex.org/W2137275746","https://openalex.org/W2139212933","https://openalex.org/W2165880886","https://openalex.org/W2166473218","https://openalex.org/W2167479202","https://openalex.org/W2168162876","https://openalex.org/W2168175751","https://openalex.org/W2181967766","https://openalex.org/W2185196942","https://openalex.org/W2229710742","https://openalex.org/W2278682910","https://openalex.org/W2278891986","https://openalex.org/W2313029399","https://openalex.org/W2406450865","https://openalex.org/W2468716549","https://openalex.org/W2545021318","https://openalex.org/W2558013165","https://openalex.org/W2578689639","https://openalex.org/W2586496229","https://openalex.org/W2588412659","https://openalex.org/W2593898237","https://openalex.org/W2612630960","https://openalex.org/W2620050178","https://openalex.org/W2735520148","https://openalex.org/W2753916199","https://openalex.org/W2911964244","https://openalex.org/W3101765081","https://openalex.org/W4232023503","https://openalex.org/W4252316495","https://openalex.org/W6684116732"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3176210869","https://openalex.org/W3157260717","https://openalex.org/W1989929201","https://openalex.org/W2963498005","https://openalex.org/W2328171598","https://openalex.org/W4210372979","https://openalex.org/W4254922057","https://openalex.org/W4318480255","https://openalex.org/W4387496508"],"abstract_inverted_index":{"Asthma":[0],"and":[1,19,75,78,94,98,112,125,156,184],"chronic":[2],"obstructive":[3,7],"pulmonary":[4],"disease":[5],"are":[6],"respiratory":[8],"diseases":[9],"that":[10,62],"affect":[11],"negatively":[12],"the":[13,24,36,39,49,71,103,136,145,175,178],"quality":[14],"of":[15,26,48,86,105,138,177],"life":[16],"for":[17,69,102],"patients":[18,68,151],"their":[20,29,153,158],"families":[21],"worldwide.":[22],"Despite":[23],"significance":[25],"these":[27],"diseases,":[28],"management":[30],"has":[31,43],"been":[32,44],"considered":[33],"suboptimal":[34],"around":[35],"world,":[37],"whereas":[38],"improper":[40],"inhaler":[41,88,159],"use":[42,74,89],"underlined":[45],"as":[46],"one":[47],"main":[50],"causes.":[51],"Toward":[52],"this":[53,55],"direction,":[54],"paper":[56],"presents":[57],"an":[58],"integrated":[59,143],"mHealth":[60],"system":[61],"provides":[63],"real-time":[64],"personalized":[65],"feedback":[66,131],"to":[67],"assessing":[70],"proper":[72,87],"medication":[73],"educating":[76],"them":[77,80],"helping":[79],"avoid":[81],"common":[82],"mistakes.":[83],"The":[84,115],"identification":[85,104],"is":[90],"based":[91],"on":[92],"conventional":[93],"data-driven":[95],"feature":[96],"extraction":[97],"classification":[99,120],"methods":[100],"employed":[101],"four":[106],"events":[107],"(inhaler":[108],"actuation,":[109],"inhalation,":[110],"exhalation,":[111],"background":[113],"noise).":[114],"proposed":[116,179],"scheme":[117],"reaches":[118],"98%":[119],"accuracy":[121],"significantly":[122],"outperforming":[123],"recent":[124],"relevant":[126],"state-of-the-art":[127],"approaches.":[128],"Finally,":[129],"intuitive":[130],"interfaces":[132],"were":[133],"implemented":[134],"in":[135,161,181],"form":[137],"a":[139,162],"virtual":[140],"guidance":[141],"agent":[142],"with":[144],"mobile":[146],"application,":[147],"which":[148],"can":[149],"help":[150],"follow":[152],"action":[154],"plan":[155],"assess":[157],"technique":[160],"more":[163],"engaging":[164],"manner.":[165],"Extensive":[166],"simulation":[167],"studies,":[168],"carried":[169],"out":[170],"using":[171],"12":[172],"subjects,":[173],"demonstrated":[174],"efficiency":[176],"approaches":[180],"both":[182],"indoor":[183],"outdoor":[185],"environments.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
