{"id":"https://openalex.org/W4390595012","doi":null,"title":"Connecting Adaptive Perceptual Learning and Signal Detection Theory in Skin Cancer Screening.","display_name":"Connecting Adaptive Perceptual Learning and Signal Detection Theory in Skin Cancer Screening.","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4390595012","pmid":"https://pubmed.ncbi.nlm.nih.gov/38174054","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10764053"},"language":"en","primary_location":{"id":"pmid:38174054","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38174054","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,"listed_in":[],"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":"CogSci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference","raw_type":"Journal Article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10764053/pdf/nihms-1912174.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083019951","display_name":"Philip J. Kellman","orcid":"https://orcid.org/0000-0002-9173-2607","observed_orcids":["https://orcid.org/0000-0002-9173-2607"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip J Kellman","raw_affiliation_strings":["Department of Psychology, University of California, Los Angeles, Los Angeles, CA 90095, USA","Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of California, Los Angeles, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061375680","display_name":"Sally Krasne","orcid":"https://orcid.org/0000-0002-9161-597X","observed_orcids":["https://orcid.org/0000-0002-9161-597X"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sally Krasne","raw_affiliation_strings":["Department of Physiology and David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiology and David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078638564","display_name":"Christine M. Massey","orcid":"https://orcid.org/0000-0001-8779-9676","observed_orcids":["https://orcid.org/0000-0001-8779-9676"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christine M Massey","raw_affiliation_strings":["Department of Psychology, University of California, Los Angeles, Los Angeles, CA 90095, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of California, Los Angeles, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044016605","display_name":"Everett W Mettler","orcid":"https://orcid.org/0000-0001-9660-907X","observed_orcids":["https://orcid.org/0000-0001-9660-907X"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Everett W Mettler","raw_affiliation_strings":["Department of Psychology, University of California, Los Angeles, Los Angeles, CA 90095, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of California, Los Angeles, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"45","issue":null,"first_page":"3251","last_page":"3258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10254","display_name":"Innovations in Medical Education","score":0.38280001282691956,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10254","display_name":"Innovations in Medical Education","score":0.38280001282691956,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.18379999697208405,"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.14100000262260437,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/signal-detection-theory","display_name":"signal detection theory","score":0.9909999966621399},{"id":"https://openalex.org/keywords/skin-cancer-screening","display_name":"skin cancer screening","score":0.949999988079071},{"id":"https://openalex.org/keywords/response-bias","display_name":"response bias","score":0.7730000019073486},{"id":"https://openalex.org/keywords/d-statistic","display_name":"D-statistic","score":0.43700000643730164},{"id":"https://openalex.org/keywords/adaptive-sequencing","display_name":"adaptive sequencing","score":0.6179999709129333},{"id":"https://openalex.org/keywords/learning-efficiency","display_name":"learning efficiency","score":0.7919999957084656},{"id":"https://openalex.org/keywords/perceptual-expertise","display_name":"perceptual expertise","score":0.5789999961853027},{"id":"https://openalex.org/keywords/undergraduate-medical-education","display_name":"undergraduate medical education","score":0.4560000002384186}],"concepts":[{"id":"https://openalex.org/C22033958","wikidata":"https://www.wikidata.org/wiki/Q7167036","display_name":"Perceptual learning","level":3,"score":0.6669614911079407},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.5677175521850586},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5572701096534729},{"id":"https://openalex.org/C144352353","wikidata":"https://www.wikidata.org/wiki/Q2920411","display_name":"Computerized adaptive testing","level":3,"score":0.4590110182762146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4523700773715973},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4028722047805786},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.39762452244758606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39184674620628357},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32628822326660156},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.1985718011856079},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.11218243837356567},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0912896990776062}],"mesh":[],"locations_count":3,"locations":[{"id":"pmid:38174054","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38174054","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,"listed_in":[],"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":"CogSci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10764053","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10764053","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10764053/pdf/nihms-1912174.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Cogsci","raw_type":"Text"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt83z22046","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/83z22046","pdf_url":"https://escholarship.org/content/qt83z22046/qt83z22046.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 45, iss 45","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10764053","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10764053","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10764053/pdf/nihms-1912174.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Cogsci","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5195579626","display_name":"Perceptual and Adaptive Learning in Cancer Image Interpretation","funder_award_id":"R01CA236791","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390595012.pdf","grobid_xml":"https://content.openalex.org/works/W4390595012.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1621367005","https://openalex.org/W1971941564","https://openalex.org/W2000366267","https://openalex.org/W2022812372","https://openalex.org/W2047750430","https://openalex.org/W2052244801","https://openalex.org/W2058166043","https://openalex.org/W2060136512","https://openalex.org/W2105827538","https://openalex.org/W2113860392","https://openalex.org/W2114019695","https://openalex.org/W2120328436","https://openalex.org/W2159832983","https://openalex.org/W2167322283","https://openalex.org/W2187086056","https://openalex.org/W2192405677","https://openalex.org/W2344449759","https://openalex.org/W2536048351","https://openalex.org/W2805160973","https://openalex.org/W2887459001","https://openalex.org/W2911188335","https://openalex.org/W2972588473","https://openalex.org/W3014318280","https://openalex.org/W3074741277","https://openalex.org/W4285130009"],"related_works":["https://openalex.org/W4386242723","https://openalex.org/W4412439495","https://openalex.org/W2568997329","https://openalex.org/W2009223181","https://openalex.org/W7099500746","https://openalex.org/W2941037375","https://openalex.org/W2105827538","https://openalex.org/W4285130009","https://openalex.org/W4385753169","https://openalex.org/W4220738822"],"abstract_inverted_index":{"Combining":[0],"perceptual":[1,61,67,239],"learning":[2,6,21,36,68,132,195,210,240,246],"techniques":[3],"with":[4],"adaptive":[5,35,66,131,147,154,186,203,230,238],"algorithms":[7],"has":[8],"been":[9],"shown":[10],"to":[11,92,97,134,237,244],"accelerate":[12],"the":[13,151,190],"development":[14],"of":[15,114,137,153],"expertise":[16],"in":[17,59,69,175,193],"medical":[18],"and":[19,95,119,140,182,197,220,228],"STEM":[20],"domains":[22],"(Kellman":[23],"&":[24,30],"Massey,":[25],"2013;":[26],"Kellman,":[27],"Jacoby,":[28],"Massey":[29],"Krasne,":[31],"2022).":[32],"Virtually":[33],"all":[34],"systems":[37],"have":[38,242],"relied":[39],"on":[40,117,172],"simple":[41],"accuracy":[42],"data":[43],"that":[44,54,83],"does":[45],"not":[46,233],"take":[47],"into":[48],"account":[49],"response":[50],"bias,":[51],"a":[52,105,111,126],"problem":[53],"may":[55],"be":[56,74],"especially":[57],"consequential":[58],"multi-category":[60],"classifications.":[62],"We":[63],"investigated":[64],"whether":[65],"skin":[70,143],"cancer":[71],"screening":[72,174],"can":[73],"enhanced":[75],"by":[76],"incorporating":[77],"signal":[78],"detection":[79],"theory":[80],"(SDT)":[81],"methods":[82],"separate":[84],"sensitivity":[85],"from":[86,110],"criterion.":[87],"SDT-style":[88],"concepts":[89],"were":[90],"used":[91,104,125],"alter":[93],"sequencing,":[94],"separately":[96],"define":[98],"mastery":[99,215],"(category":[100],"retirement).":[101],"SDT":[102,205,226,235],"retirement":[103,160,206],"running":[106],"d'":[107],"estimate":[108],"calculated":[109],"recent":[112],"window":[113],"trials":[115],"based":[116],"hit":[118],"false":[120],"alarm":[121],"rates.":[122],"Undergraduate":[123],"participants":[124],"Skin":[127],"Cancer":[128],"PALM":[129],"(perceptual":[130],"module)":[133],"learn":[135],"classification":[136,180],"10":[138],"cancerous":[139],"readily-confused":[141],"non-cancerous":[142],"lesion":[144],"types.":[145],"Four":[146],"conditions":[148,187],"varied":[149],"either":[150],"type":[152],"sequencing":[155,227,231],"(standard":[156,162],"vs.":[157,163],"SDT)":[158],"or":[159],"criteria":[161,207,216],"SDT).":[164],"A":[165],"non-adaptive":[166,191],"control":[167,192],"condition":[168],"presented":[169],"didactic":[170],"instruction":[171],"dermatologic":[173],"video":[176],"form,":[177],"including":[178],"images,":[179],"schemes,":[181],"detailed":[183],"explanations.":[184],"All":[185],"robustly":[188],"outperformed":[189],"both":[194,218],"efficiency":[196,211],"fluency":[198],"(large":[199],"effect":[200,224],"sizes).":[201,225],"Between":[202],"conditions,":[204],"produced":[208],"greater":[209],"than":[212],"standard,":[213],"accuracy-based":[214],"at":[217],"immediate":[219],"delayed":[221],"posttests":[222],"(medium":[223],"standard":[229],"did":[232],"differ.":[234],"enhancements":[236],"procedures":[241],"potential":[243],"enhance":[245],"efficiency.":[247]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-01-05T00:00:00"}
