{"id":"https://openalex.org/W4402199753","doi":"https://doi.org/10.1109/abc61795.2024.10652070","title":"Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults","display_name":"Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4402199753","doi":"https://doi.org/10.1109/abc61795.2024.10652070","pmid":"https://pubmed.ncbi.nlm.nih.gov/39600343"},"language":"en","primary_location":{"id":"doi:10.1109/abc61795.2024.10652070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/abc61795.2024.10652070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Activity and Behavior Computing (ABC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11586775/pdf/nihms-2033723.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057208002","display_name":"Tongze Zhang","orcid":"https://orcid.org/0000-0002-3375-7136"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tongze Zhang","raw_affiliation_strings":["Stevens Institute of Technology,Hoboken,New Jersey"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,Hoboken,New Jersey","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076916493","display_name":"Tammy Chung","orcid":"https://orcid.org/0000-0002-1527-2792"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tammy Chung","raw_affiliation_strings":["Rutgers University,Newark,New Jersey"],"affiliations":[{"raw_affiliation_string":"Rutgers University,Newark,New Jersey","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032134965","display_name":"Anind K. Dey","orcid":"https://orcid.org/0000-0002-3004-0770"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anind Dey","raw_affiliation_strings":["University of Washington,Seattle,Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington,Seattle,Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067613275","display_name":"Sang Won Bae","orcid":"https://orcid.org/0000-0002-8802-4247"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sang Won Bae","raw_affiliation_strings":["Stevens Institute of Technology,Hoboken,New Jersey"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,Hoboken,New Jersey","institution_ids":["https://openalex.org/I108468826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057208002"],"corresponding_institution_ids":["https://openalex.org/I108468826"],"apc_list":null,"apc_paid":null,"fwci":2.3847,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90214714,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2024","issue":null,"first_page":"01","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9975000023841858,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9975000023841858,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.995199978351593,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/computer-science","display_name":"Computer science","score":0.6016104817390442},{"id":"https://openalex.org/keywords/cannabis","display_name":"Cannabis","score":0.5185130834579468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42147600650787354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.382309228181839},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27609336376190186},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16696274280548096}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6016104817390442},{"id":"https://openalex.org/C2777056318","wikidata":"https://www.wikidata.org/wiki/Q79817","display_name":"Cannabis","level":2,"score":0.5185130834579468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42147600650787354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.382309228181839},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27609336376190186},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16696274280548096}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/abc61795.2024.10652070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/abc61795.2024.10652070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Activity and Behavior Computing (ABC)","raw_type":"proceedings-article"},{"id":"pmid:39600343","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39600343","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":"2024 International Conference on Activity and Behavior Computing","raw_type":null},{"id":"pmh:oai:europepmc.org:11212256","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11586775","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11586775/pdf/nihms-2033723.pdf","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:11586775","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11586775/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 Int Conf Act Behav Comput (2024)","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:11212256","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11586775","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11586775/pdf/nihms-2033723.pdf","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6345853531","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7582338084","display_name":null,"funder_award_id":"U01DA056472,R21 DA043181","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402199753.pdf"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W67460294","https://openalex.org/W1821174660","https://openalex.org/W1982787183","https://openalex.org/W2016023958","https://openalex.org/W2028561300","https://openalex.org/W2078074240","https://openalex.org/W2082787971","https://openalex.org/W2083798294","https://openalex.org/W2101234009","https://openalex.org/W2101692118","https://openalex.org/W2102259090","https://openalex.org/W2106299823","https://openalex.org/W2132528460","https://openalex.org/W2133494649","https://openalex.org/W2171870728","https://openalex.org/W2189223557","https://openalex.org/W2237502368","https://openalex.org/W2418500878","https://openalex.org/W2438337398","https://openalex.org/W2516809705","https://openalex.org/W2523940166","https://openalex.org/W2564966959","https://openalex.org/W2726276264","https://openalex.org/W2758936981","https://openalex.org/W2768990309","https://openalex.org/W2788403449","https://openalex.org/W2803395258","https://openalex.org/W2809184459","https://openalex.org/W2858745025","https://openalex.org/W2891503716","https://openalex.org/W2892099700","https://openalex.org/W2910890213","https://openalex.org/W2913240367","https://openalex.org/W2949358505","https://openalex.org/W2963125461","https://openalex.org/W2981731882","https://openalex.org/W2999134777","https://openalex.org/W2999615587","https://openalex.org/W2999765337","https://openalex.org/W3004612364","https://openalex.org/W3005677144","https://openalex.org/W3006066894","https://openalex.org/W3024173558","https://openalex.org/W3035517615","https://openalex.org/W3046761449","https://openalex.org/W3104847483","https://openalex.org/W3105396370","https://openalex.org/W3109650690","https://openalex.org/W3117705198","https://openalex.org/W3175430320","https://openalex.org/W3179793287","https://openalex.org/W3193740081","https://openalex.org/W3196682166","https://openalex.org/W3197347140","https://openalex.org/W4223975669","https://openalex.org/W4225150645","https://openalex.org/W4280619105","https://openalex.org/W4283171284","https://openalex.org/W4285129510","https://openalex.org/W4285279535","https://openalex.org/W4296261149","https://openalex.org/W4320507225","https://openalex.org/W4365998993","https://openalex.org/W4366262984","https://openalex.org/W4385252239","https://openalex.org/W4392172846","https://openalex.org/W4392503100","https://openalex.org/W4392503159","https://openalex.org/W4392503173","https://openalex.org/W6638460619","https://openalex.org/W6675630465","https://openalex.org/W6720136895","https://openalex.org/W6761171658","https://openalex.org/W6959962413"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"As":[0],"an":[1,58],"increasing":[2],"number":[3],"of":[4,13,18,32,63,66,81,98,106,118,141,157,227,248,252,280],"states":[5,199],"adopt":[6],"more":[7],"permissive":[8],"cannabis":[9,67,107,142,163,178,201,233],"regulations,":[10],"the":[11,64,79,96,112,116,139,225,249,266,276],"necessity":[12],"gaining":[14],"a":[15,145,154,245,287,319],"comprehensive":[16],"understanding":[17,140,247],"cannabis's":[19],"effects":[20],"on":[21,69,290],"young":[22],"adults":[23],"has":[24],"grown":[25],"exponentially,":[26],"driven":[27],"by":[28,85],"its":[29],"escalating":[30],"prevalence":[31],"use.":[33,150,234],"By":[34],"leveraging":[35],"popular":[36],"eXplainable":[37],"Artificial":[38],"Intelligence":[39],"(XAI)":[40,90],"techniques":[41,91],"such":[42,121,203],"as":[43,122,204,318],"SHAP":[44,110],"(SHapley":[45],"Additive":[46],"exPlanations),":[47],"rule-based":[48],"explanations,":[49,55],"intrinsically":[50],"interpretable":[51,87],"models,":[52],"and":[53,73,101,114,134,197,213,220,255,278,310,324],"counterfactual":[54],"we":[56],"undertake":[57],"exploratory":[59],"but":[60,222],"in-depth":[61],"examination":[62],"impact":[65,117],"use":[68,143,179,215],"individual":[70,228],"behavioral":[71,196],"patterns":[72],"physiological":[74,198],"states.":[75],"This":[76,187,294],"study":[77],"explores":[78],"possibility":[80],"facilitating":[82],"algorithmic":[83],"decision-making":[84],"combining":[86],"artificial":[88],"intelligence":[89],"with":[92,95,103,286],"sensor":[93],"data,":[94],"aim":[97,307],"providing":[99],"researchers":[100,325],"clinicians":[102,129,241,323],"personalized":[104],"analyses":[105],"intoxication":[108],"behavior.":[109],"analyzes":[111],"importance":[113],"quantifies":[115],"specific":[119,146,214],"factors":[120,159],"environmental":[123,135,149],"noise":[124],"or":[125,148,173],"heart":[126],"rate,":[127],"enabling":[128],"to":[130,161,181,232,243,298,308,314],"pinpoint":[131],"influential":[132],"behaviors":[133,172],"conditions.":[136],"SkopeRules":[137],"simplify":[138],"for":[144,240,256,322],"activity":[147,208],"Decision":[151,282],"trees":[152],"provide":[153],"clear":[155],"visualization":[156],"how":[158],"interact":[160],"influence":[162],"consumption.":[164],"Counterfactual":[165],"models":[166],"help":[167],"identify":[168],"key":[169],"changes":[170,194],"in":[171,195,207,230,274],"conditions":[174],"that":[175,269,306],"may":[176],"alter":[177],"outcomes,":[180],"guide":[182],"effective":[183],"individualized":[184],"intervention":[185,260],"strategies.":[186,261],"multidimensional":[188],"analytical":[189],"approach":[190],"not":[191],"only":[192],"unveils":[193],"after":[200],"use,":[202],"frequent":[205],"fluctuations":[206],"states,":[209],"nontraditional":[210],"sleep":[211],"patterns,":[212],"habits":[216],"at":[217,302],"different":[218],"times":[219],"places,":[221],"also":[223],"highlights":[224],"significance":[226],"differences":[229],"responses":[231],"These":[235],"insights":[236],"carry":[237],"profound":[238],"implications":[239],"seeking":[242],"gain":[244],"deeper":[246],"diverse":[250],"needs":[251],"their":[253],"patients":[254],"tailoring":[257],"precisely":[258],"targeted":[259],"Furthermore,":[262],"our":[263],"findings":[264],"highlight":[265],"pivotal":[267],"role":[268],"XAI":[270,317],"technologies":[271],"could":[272],"play":[273],"enhancing":[275],"transparency":[277],"interpretability":[279],"Clinical":[281],"Support":[283],"Systems":[284],"(CDSS),":[285],"particular":[288],"focus":[289],"substance":[291],"misuse":[292],"treatment.":[293],"research":[295],"significantly":[296],"contributes":[297],"ongoing":[299],"initiatives":[300],"aimed":[301],"advancing":[303],"clinical":[304],"practices":[305],"prevent":[309],"reduce":[311],"cannabis-related":[312],"harms":[313],"health,":[315],"positioning":[316],"supportive":[320],"tool":[321],"alike.":[326]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}