{"id":"https://openalex.org/W7125923762","doi":"https://doi.org/10.1109/smc58881.2025.11343131","title":"A Vision-Based Medication Monitoring and Advisory System to Detect Adherence from Video Streams","display_name":"A Vision-Based Medication Monitoring and Advisory System to Detect Adherence from Video Streams","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125923762","doi":"https://doi.org/10.1109/smc58881.2025.11343131"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11343131","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007192173","display_name":"Anthony Wang","orcid":"https://orcid.org/0000-0002-9509-6257"},"institutions":[{"id":"https://openalex.org/I2800038579","display_name":"Stratford University","ror":"https://ror.org/00zbnzw74","country_code":"US","type":"education","lineage":["https://openalex.org/I2800038579"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Wang","raw_affiliation_strings":["Stratford Preparatory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stratford Preparatory","institution_ids":["https://openalex.org/I2800038579"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040697381","display_name":"Ross Greer","orcid":"https://orcid.org/0000-0001-8595-0379"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ross Greer","raw_affiliation_strings":["University of California,Merced"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Merced","institution_ids":["https://openalex.org/I156087764"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65507249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7657","last_page":"7664"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.13600000739097595,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.13600000739097595,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11620","display_name":"Medication Adherence and Compliance","score":0.13249999284744263,"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/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.07339999824762344,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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/medical-prescription","display_name":"Medical prescription","score":0.4733999967575073},{"id":"https://openalex.org/keywords/video-monitoring","display_name":"Video monitoring","score":0.44449999928474426},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.40610000491142273},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.314300000667572},{"id":"https://openalex.org/keywords/diagnosis-code","display_name":"Diagnosis code","score":0.3070000112056732},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.2937999963760376}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5898000001907349},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4887999892234802},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.4733999967575073},{"id":"https://openalex.org/C3018537244","wikidata":"https://www.wikidata.org/wiki/Q242256","display_name":"Video monitoring","level":2,"score":0.44449999928474426},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.40610000491142273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.390500009059906},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.35839998722076416},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3418000042438507},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C45827449","wikidata":"https://www.wikidata.org/wiki/Q5270338","display_name":"Diagnosis code","level":3,"score":0.3070000112056732},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30399999022483826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29600000381469727},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.29490000009536743},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.2937999963760376},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.2773999869823456},{"id":"https://openalex.org/C2988634675","wikidata":"https://www.wikidata.org/wiki/Q34508","display_name":"Video recording","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C3018553135","wikidata":"https://www.wikidata.org/wiki/Q67004728","display_name":"Medication adherence","level":2,"score":0.26019999384880066}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11343131","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1985949001","https://openalex.org/W2042976311","https://openalex.org/W2060331946","https://openalex.org/W2133678538","https://openalex.org/W2145355470","https://openalex.org/W2148098611","https://openalex.org/W2151512706","https://openalex.org/W2325182804","https://openalex.org/W2415720635","https://openalex.org/W2913492161","https://openalex.org/W2944192529","https://openalex.org/W2958403837","https://openalex.org/W2963524571","https://openalex.org/W2990503944","https://openalex.org/W3035413240","https://openalex.org/W3126200793","https://openalex.org/W3126721948","https://openalex.org/W3126871669","https://openalex.org/W3161493865","https://openalex.org/W3204810961","https://openalex.org/W3209647730","https://openalex.org/W4200630390","https://openalex.org/W4210315085","https://openalex.org/W4281714689","https://openalex.org/W4409019367","https://openalex.org/W4414198300"],"related_works":[],"abstract_inverted_index":{"A":[0],"live":[1,36],"medication":[2,19],"monitoring":[3],"and":[4,72,89,106,111],"advisory":[5],"system":[6,27],"to":[7,16,34,55],"track":[8],"medicine":[9,37,86,90],"intake":[10,38,87],"is":[11],"a":[12,18,26,100],"potentially":[13],"viable":[14],"solution":[15],"enforce":[17],"schedule.":[20],"In":[21],"this":[22,64],"paper,":[23],"we":[24],"present":[25,47],"that":[28],"uses":[29],"an":[30,48,52,95],"indoor":[31],"mounted":[32],"camera":[33],"detect":[35],"behavior":[39],"using":[40,60],"the":[41],"video-based":[42],"attention":[43],"architecture":[44],"TimeSformer.":[45],"We":[46,70,115],"algorithm":[49],"for":[50,108],"processing":[51],"entire":[53],"video":[54],"predict":[56],"moments":[57],"of":[58,63,97],"medicine-taking":[59],"repeated":[61],"application":[62],"model":[65,75,93],"on":[66,76,99],"overlapping":[67],"windowed":[68],"segments.":[69],"trained":[71],"evaluated":[73],"our":[74,117],"real-world":[77],"data":[78],"from":[79],"100":[80],"videos":[81],"with":[82],"varied":[83],"lighting,":[84],"clothing,":[85],"style,":[88],"bottles.":[91],"Our":[92],"achieved":[94],"AUC":[96],"99.49%":[98],"precision-recall":[101],"curve,":[102],"highlighting":[103],"its":[104],"practicality":[105],"potential":[107],"reducing":[109],"overdoses":[110],"enforcing":[112],"prescription":[113],"schedules.":[114],"make":[116],"code":[118],"publicly":[119],"available":[120],"at:":[121],"https://github.com/arw5902/medicine.":[122]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-01-29T00:00:00"}
