{"id":"https://openalex.org/W2969377765","doi":"https://doi.org/10.1109/tcyb.2019.2932005","title":"Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model","display_name":"Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model","publication_year":2019,"publication_date":"2019-08-22","ids":{"openalex":"https://openalex.org/W2969377765","doi":"https://doi.org/10.1109/tcyb.2019.2932005","mag":"2969377765","pmid":"https://pubmed.ncbi.nlm.nih.gov/31443060"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2019.2932005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2932005","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5091558139","display_name":"Runmin Cong","orcid":"https://orcid.org/0000-0003-0972-4008"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Runmin Cong","raw_affiliation_strings":["Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","Institute of Information Science, Beijing Jiaotong University, Beijing, China","School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Institute of Information Science, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081490093","display_name":"Jianjun Lei","orcid":"https://orcid.org/0000-0003-3171-7680"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Lei","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010970485","display_name":"Huazhu Fu","orcid":"https://orcid.org/0000-0002-9702-5524"},"institutions":[{"id":"https://openalex.org/I4210116052","display_name":"Inception Institute of Artificial Intelligence","ror":"https://ror.org/02664zk40","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210116052"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Huazhu Fu","raw_affiliation_strings":["Inception Institute of Artificial Intelligence, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Inception Institute of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210116052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031957432","display_name":"Junhui Hou","orcid":"https://orcid.org/0000-0003-3431-2021"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Junhui Hou","raw_affiliation_strings":["City University of Hong Kong Shenzhen Research Institute, Shenzhen, China","Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong Shenzhen Research Institute, Shenzhen, China","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I4210105229"]},{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028597017","display_name":"Qingming Huang","orcid":"https://orcid.org/0000-0001-7542-296X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingming Huang","raw_affiliation_strings":["School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008386708","display_name":"Sam Kwong","orcid":"https://orcid.org/0000-0001-7484-7261"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Sam Kwong","raw_affiliation_strings":["City University of Hong Kong Shenzhen Research Institute, Shenzhen, China","Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong Shenzhen Research Institute, Shenzhen, China","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I4210105229"]},{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091558139"],"corresponding_institution_ids":["https://openalex.org/I162868743","https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":12.1598,"has_fulltext":false,"cited_by_count":160,"citation_normalized_percentile":{"value":0.98868288,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"50","issue":"8","first_page":"3627","last_page":"3639"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7768959403038025},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7135012149810791},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7016525864601135},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.665640652179718},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6152424812316895},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5757405757904053},{"id":"https://openalex.org/keywords/kadir\u2013brady-saliency-detector","display_name":"Kadir\u2013Brady saliency detector","score":0.5323629379272461},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4554665684700012},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.42980071902275085},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.415035218000412},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4123099148273468},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.22537016868591309}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7768959403038025},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7135012149810791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7016525864601135},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.665640652179718},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6152424812316895},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5757405757904053},{"id":"https://openalex.org/C202227193","wikidata":"https://www.wikidata.org/wiki/Q6345568","display_name":"Kadir\u2013Brady saliency detector","level":4,"score":0.5323629379272461},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4554665684700012},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.42980071902275085},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.415035218000412},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4123099148273468},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.22537016868591309},{"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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2019.2932005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2932005","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:31443060","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31443060","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":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7699999809265137,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1185667120","display_name":null,"funder_award_id":"U1636214","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1353408304","display_name":null,"funder_award_id":"61722112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2566469274","display_name":null,"funder_award_id":"61873142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3030320856","display_name":null,"funder_award_id":"QYZDJ-SSW-SYS013","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G3097790277","display_name":null,"funder_award_id":"2019RC039","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4835894923","display_name":null,"funder_award_id":"61772344","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5076004037","display_name":null,"funder_award_id":"2017YFB1002900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5673975371","display_name":null,"funder_award_id":"61520106002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6197875348","display_name":null,"funder_award_id":"61620106009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7528510259","display_name":null,"funder_award_id":"61836002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7678096932","display_name":null,"funder_award_id":"61672443","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G888847521","display_name":null,"funder_award_id":"61731003","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"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W20683899","https://openalex.org/W21025885","https://openalex.org/W933200379","https://openalex.org/W1592631677","https://openalex.org/W1772076007","https://openalex.org/W1919681008","https://openalex.org/W1920234547","https://openalex.org/W1993713494","https://openalex.org/W1997137149","https://openalex.org/W2047670868","https://openalex.org/W2080142539","https://openalex.org/W2110019070","https://openalex.org/W2118246710","https://openalex.org/W2128340050","https://openalex.org/W2160398355","https://openalex.org/W2278864798","https://openalex.org/W2293332611","https://openalex.org/W2337762808","https://openalex.org/W2346506533","https://openalex.org/W2371838123","https://openalex.org/W2461758788","https://openalex.org/W2514453564","https://openalex.org/W2520640394","https://openalex.org/W2523532944","https://openalex.org/W2568271872","https://openalex.org/W2585592883","https://openalex.org/W2597742770","https://openalex.org/W2608995788","https://openalex.org/W2615874979","https://openalex.org/W2620958690","https://openalex.org/W2648561407","https://openalex.org/W2724492314","https://openalex.org/W2762270259","https://openalex.org/W2765838470","https://openalex.org/W2766912043","https://openalex.org/W2767623212","https://openalex.org/W2769747349","https://openalex.org/W2770189357","https://openalex.org/W2788154928","https://openalex.org/W2793668851","https://openalex.org/W2798857366","https://openalex.org/W2807746031","https://openalex.org/W2887522866","https://openalex.org/W2888833653","https://openalex.org/W2889151726","https://openalex.org/W2897809294","https://openalex.org/W2901376605","https://openalex.org/W2904488225","https://openalex.org/W2909381593","https://openalex.org/W2938260698","https://openalex.org/W2943125866","https://openalex.org/W2962741298","https://openalex.org/W2963299740","https://openalex.org/W2963572583","https://openalex.org/W2963584390","https://openalex.org/W2963760790","https://openalex.org/W2963868681","https://openalex.org/W2963906836","https://openalex.org/W2965638232","https://openalex.org/W2967085153","https://openalex.org/W3099554308","https://openalex.org/W3099871687","https://openalex.org/W3102864715","https://openalex.org/W3104979525","https://openalex.org/W3105291825","https://openalex.org/W4288798638","https://openalex.org/W6648922525","https://openalex.org/W6748037084","https://openalex.org/W6761797528"],"related_works":["https://openalex.org/W1981354176","https://openalex.org/W1510463930","https://openalex.org/W2351778949","https://openalex.org/W2381059340","https://openalex.org/W1966025376","https://openalex.org/W2922086303","https://openalex.org/W2901017177","https://openalex.org/W1967391339","https://openalex.org/W3048241179","https://openalex.org/W2585171544"],"abstract_inverted_index":{"Depth":[0],"information":[1],"has":[2],"been":[3],"demonstrated":[4],"to":[5,54,94,117,157,202],"be":[6],"useful":[7],"for":[8,15],"saliency":[9,17,36,53,68,72,76,92,98,104,109,113,163,187],"detection.":[10],"However,":[11],"the":[12,29,33,89,96,101,120,125,130,142,145,149,171,191,197],"existing":[13,34],"methods":[14],"RGBD":[16,55,67,91,97,186,203],"detection":[18,37,188],"mainly":[19],"focus":[20],"on":[21,183],"designing":[22],"straightforward":[23],"and":[24,74,106,123,135,161,178,193],"comprehensive":[25],"models,":[26],"while":[27],"ignoring":[28],"transferable":[30],"ability":[31],"of":[32,144,196],"RGB":[35,52,201],"models.":[38],"In":[39],"this":[40],"article,":[41],"we":[42,152],"propose":[43],"a":[44],"novel":[45],"depth-guided":[46,71,112],"transformation":[47],"model":[48,59,93,156],"(DTM)":[49],"going":[50],"from":[51,141,200],"saliency.":[56,204],"The":[57,81,111],"proposed":[58,198],"includes":[60],"three":[61,184],"components,":[62],"that":[63],"is:":[64],"1)":[65],"multilevel":[66,90],"initialization;":[69],"2)":[70],"refinement;":[73],"3)":[75],"optimization":[77,155],"with":[78],"depth":[79,83,132,138,150,179],"constraints.":[80],"explicit":[82],"feature":[84],"is":[85,115],"first":[86],"utilized":[87],"in":[88,148],"initialize":[95],"by":[99,128],"combining":[100],"global":[102],"compactness":[103],"cue":[105],"local":[107],"geodesic":[108],"cue.":[110],"refinement":[114],"used":[116],"further":[118],"highlight":[119],"salient":[121],"objects":[122],"suppress":[124],"background":[126],"regions":[127],"introducing":[129],"prior":[131,136],"domain":[133],"knowledge":[134],"refined":[137],"shape.":[139],"Benefiting":[140],"consistency":[143,180],"entire":[146],"object":[147],"map,":[151],"formulate":[153],"an":[154,166],"attain":[158],"more":[159],"consistent":[160],"accurate":[162],"results":[164],"via":[165],"energy":[167],"function,":[168],"which":[169],"integrates":[170],"unary":[172],"data":[173],"term,":[174,177],"color":[175],"smooth":[176],"term.":[181],"Experiments":[182],"public":[185],"benchmarks":[189],"demonstrate":[190],"effectiveness":[192],"performance":[194],"improvement":[195],"DTM":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":55},{"year":2020,"cited_by_count":35}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
