{"id":"https://openalex.org/W3120338983","doi":"https://doi.org/10.1145/3436369.3436450","title":"Drug Addiction Detection Algorithm Based on CNN-BN","display_name":"Drug Addiction Detection Algorithm Based on CNN-BN","publication_year":2020,"publication_date":"2020-10-30","ids":{"openalex":"https://openalex.org/W3120338983","doi":"https://doi.org/10.1145/3436369.3436450","mag":"3120338983"},"language":"en","primary_location":{"id":"doi:10.1145/3436369.3436450","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436369.3436450","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 9th International Conference on Computing and Pattern Recognition","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/A5103663299","display_name":"Du Li","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Du Li","raw_affiliation_strings":["Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101691668","display_name":"Banghua Yang","orcid":"https://orcid.org/0000-0002-8561-5631"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Banghua Yang","raw_affiliation_strings":["Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069895176","display_name":"Xuelin Gu","orcid":"https://orcid.org/0000-0002-0014-7278"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuelin Gu","raw_affiliation_strings":["Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088067650","display_name":"Dewen Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dewen Kong","raw_affiliation_strings":["Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077847021","display_name":"Peng Zan","orcid":"https://orcid.org/0000-0003-2588-2188"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zan","raw_affiliation_strings":["Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103663299"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":0.1101,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53275368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7242317199707031},{"id":"https://openalex.org/keywords/addiction","display_name":"Addiction","score":0.7089654207229614},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6569392085075378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6150243878364563},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.5312114953994751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5035411715507507},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48268938064575195},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.466301828622818},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35729724168777466},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2036939263343811},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.13575878739356995}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7242317199707031},{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.7089654207229614},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6569392085075378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6150243878364563},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.5312114953994751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5035411715507507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48268938064575195},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.466301828622818},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35729724168777466},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2036939263343811},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.13575878739356995},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3436369.3436450","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436369.3436450","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 9th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G1343461747","display_name":null,"funder_award_id":"No.61976133","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1836465849","https://openalex.org/W1963765887","https://openalex.org/W1980786684","https://openalex.org/W2028713542","https://openalex.org/W2053356496","https://openalex.org/W2053963261","https://openalex.org/W2063801491","https://openalex.org/W2066046229","https://openalex.org/W2078369791","https://openalex.org/W2092770659","https://openalex.org/W2123617622","https://openalex.org/W2128017833","https://openalex.org/W2133320039","https://openalex.org/W2139155586","https://openalex.org/W2144534798","https://openalex.org/W2163247191","https://openalex.org/W2294281604","https://openalex.org/W2295977970","https://openalex.org/W2420049378","https://openalex.org/W2792724009","https://openalex.org/W2962949934","https://openalex.org/W6687567705"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2953716828","https://openalex.org/W2904857019","https://openalex.org/W2944728705","https://openalex.org/W3011538607","https://openalex.org/W2904022177","https://openalex.org/W2359348847","https://openalex.org/W4321441197","https://openalex.org/W4294432981","https://openalex.org/W4321276295"],"abstract_inverted_index":{"There":[0],"is":[1,92,127,150],"currently":[2],"few":[3],"related":[4],"research":[5],"in":[6,94,114],"the":[7,15,107,115,130,137,142,147,166,175,184],"field":[8],"of":[9,17,71,119,170,177,186],"drug":[10,18,21,44,49,79,120,171,187],"detoxification":[11],"to":[12,36,69,97,111,129,144],"objectively":[13],"quantify":[14],"degree":[16,173,185],"addiction":[19,80,103,172],"among":[20],"addicts.":[22,121],"This":[23],"paper":[24,96],"designs":[25],"an":[26],"experimental":[27],"paradigm,":[28],"using":[29],"a":[30,78,162],"high-density":[31],"near":[32,39],"infrared":[33,40],"spectroscopy":[34,117],"device":[35],"collect":[37],"forehead":[38],"data":[41,76,118],"on":[42,84,183],"30":[43],"addicts,":[45],"and":[46,54,61,88,101,140,146,174],"has":[47],"sorted":[48],"addicts":[50],"through":[51],"scientific":[52],"researchers":[53],"hospital":[55],"experts":[56],"(10":[57],"mild,":[58,99],"10":[59,62],"moderate,":[60],"severe).Data":[63],"were":[64],"obtained":[65],"from":[66],"subjects":[67],"exposed":[68],"pictures":[70],"drugs.":[72],"Aiming":[73],"at":[74,158],"these":[75],"sets,":[77],"detection":[81],"algorithm":[82],"based":[83,182],"convolutional":[85,108,131],"neural":[86,109,132],"network":[87,110],"batch":[89,124],"normalization":[90,125],"(CNN-BN)":[91],"designed":[93],"this":[95],"classify":[98],"moderate":[100],"severe":[102],"levels.":[104],"we":[105],"apply":[106],"extract":[112],"features":[113],"near-infrared":[116],"In":[122],"addition,":[123],"layer":[126],"added":[128],"network,":[133],"which":[134],"greatly":[135],"improves":[136],"training":[138],"speed":[139],"reduces":[141],"sensitivity":[143],"parameters,":[145],"system's":[148],"robustness":[149],"improved.":[151],"The":[152],"final":[153],"three":[154],"classification":[155,169],"results":[156],"stabilized":[157],"72%.":[159],"It":[160],"provides":[161],"theoretical":[163],"basis":[164],"for":[165],"objective":[167],"quantitative":[168],"design":[176],"corresponding":[178],"rehabilitation":[179],"treatment":[180],"programs":[181],"addiction.":[188]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}