{"id":"https://openalex.org/W2060062032","doi":"https://doi.org/10.1016/j.jarmac.2014.04.009","title":"Improved classification of mammograms following idealized training.","display_name":"Improved classification of mammograms following idealized training.","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2060062032","doi":"https://doi.org/10.1016/j.jarmac.2014.04.009","mag":"2060062032","pmid":"https://pubmed.ncbi.nlm.nih.gov/24955325","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4061707"},"language":"en","primary_location":{"id":"doi:10.1016/j.jarmac.2014.04.009","doi":"https://doi.org/10.1016/j.jarmac.2014.04.009","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jarmac.2014.04.009","pdf_url":null,"source":{"id":"https://openalex.org/S2764634622","display_name":"Journal of Applied Research in Memory and Cognition","issn_l":"2211-3681","issn":["2211-3681","2211-369X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","erih-plus","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Research in Memory and Cognition","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4061707","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048928500","display_name":"Adam N. Hornsby","orcid":"https://orcid.org/0000-0003-3277-6842","observed_orcids":["https://orcid.org/0000-0003-3277-6842"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adam N. Hornsby","raw_affiliation_strings":["Experimental Psychology University College London 26 Bedford Way London, United Kingdom WC1H 0AP adam.hornsby.10@alumni.ucl.ac.uk","Experimental Psychology, University College London, 26 Bedford Way, London WC1H 0AP, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Experimental Psychology University College London 26 Bedford Way London, United Kingdom WC1H 0AP adam.hornsby.10@alumni.ucl.ac.uk","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Experimental Psychology, University College London, 26 Bedford Way, London WC1H 0AP, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069362336","display_name":"Bradley C. Love","orcid":"https://orcid.org/0000-0002-7883-7076","observed_orcids":["https://orcid.org/0000-0002-7883-7076"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bradley C. Love","raw_affiliation_strings":["University College London 26 Bedford Way London, United Kingdom WC1H 0AP","Experimental Psychology, University College London, 26 Bedford Way, London WC1H 0AP, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London 26 Bedford Way London, United Kingdom WC1H 0AP","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Experimental Psychology, University College London, 26 Bedford Way, London WC1H 0AP, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":{"value":3000,"currency":"USD","value_usd":3000},"apc_paid":null,"fwci":0.5579,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.67640046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":"2","first_page":"72","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10918","display_name":"Memory Processes and Influences","score":0.5669000148773193,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10918","display_name":"Memory Processes and Influences","score":0.5669000148773193,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/T12694","display_name":"Categorization, perception, and language","score":0.15189999341964722,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.08309999853372574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/category-learning","display_name":"category learning","score":0.5590000152587891},{"id":"https://openalex.org/keywords/mammogram-classification","display_name":"mammogram classification","score":0.8960000276565552},{"id":"https://openalex.org/keywords/breast-cancer-detection","display_name":"breast cancer detection","score":0.7799999713897705},{"id":"https://openalex.org/keywords/memory-retrieval","display_name":"memory retrieval","score":0.625},{"id":"https://openalex.org/keywords/cognitive-noise","display_name":"cognitive noise","score":0.46000000834465027},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.5550000071525574}],"concepts":[{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8026707172393799},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7735269069671631},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5881110429763794},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5498535633087158},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.530632734298706},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5067279934883118},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4856635332107544},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.435185968875885},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4247295558452606},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4181058406829834},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.32513561844825745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3236522674560547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1966000199317932},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1016/j.jarmac.2014.04.009","doi":"https://doi.org/10.1016/j.jarmac.2014.04.009","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jarmac.2014.04.009","pdf_url":null,"source":{"id":"https://openalex.org/S2764634622","display_name":"Journal of Applied Research in Memory and Cognition","issn_l":"2211-3681","issn":["2211-3681","2211-369X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","erih-plus","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Research in Memory and Cognition","raw_type":"journal-article"},{"id":"pmid:24955325","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24955325","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":"Journal of applied research in memory and cognition","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4061707","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4061707","pdf_url":null,"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":"J Appl Res Mem Cogn","raw_type":"Text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1431631","doi":null,"is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1431631/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JOURNAL OF APPLIED RESEARCH IN MEMORY AND COGNITION , 3 (2) pp. 72-76. (2014)","raw_type":"Article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1434275","doi":null,"is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1434275/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Applied Research in Memory and Cognition , 3 (2) pp. 72-76. (2014)","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:4061707","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4061707","pdf_url":null,"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":"J Appl Res Mem Cogn","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G5602843617","display_name":"Model-Based fMRI of Dynamic Category Learning: The Memory and Attention Interface","funder_award_id":"R21MH091523","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W177004468","https://openalex.org/W1563868984","https://openalex.org/W1966876874","https://openalex.org/W1974476540","https://openalex.org/W2001084371","https://openalex.org/W2018189188","https://openalex.org/W2057452878","https://openalex.org/W2080211902","https://openalex.org/W2094552242","https://openalex.org/W2095934243","https://openalex.org/W2103001613","https://openalex.org/W2117714737","https://openalex.org/W2118340088","https://openalex.org/W2141708418","https://openalex.org/W2146200913","https://openalex.org/W2149129640","https://openalex.org/W6607184829"],"related_works":["https://openalex.org/W2018189188","https://openalex.org/W2142544755","https://openalex.org/W2568652338","https://openalex.org/W7098856281","https://openalex.org/W4403099567","https://openalex.org/W2578574556","https://openalex.org/W4246637990","https://openalex.org/W2751334344","https://openalex.org/W3097747880","https://openalex.org/W7058563375"],"abstract_inverted_index":{"People":[0],"often":[1],"make":[2],"decisions":[3],"by":[4,23],"stochastically":[5],"retrieving":[6],"a":[7,68,82,108],"small":[8],"set":[9],"of":[10,39,45,85,110,129],"relevant":[11],"memories.":[12],"This":[13],"limited":[14],"retrieval":[15],"implies":[16],"that":[17],"human":[18],"performance":[19],"can":[20],"be":[21],"improved":[22],"training":[24,41,125],"on":[25,63,81,91,107],"idealized":[26,40,58,114],"category":[27],"distributions":[28],"(Gigu\u00e8re":[29],"&":[30],"Love,":[31],"2013).":[32],"Here,":[33],"we":[34],"evaluate":[35],"whether":[36],"the":[37,57,76,102],"benefits":[38,128],"extend":[42],"to":[43,67,132,144],"categorization":[44],"real-world":[46,146],"stimuli,":[47],"namely":[48],"classifying":[49],"mammograms":[50],"as":[51],"normal":[52],"or":[53],"tumorous.":[54],"Participants":[55,74],"in":[56,75,101,139],"condition":[59,78,104],"were":[60,71,79,96,121],"trained":[61,80,90],"exclusively":[62,89],"items":[64,120],"that,":[65],"according":[66],"norming":[69],"study,":[70],"relatively":[72],"unambiguous.":[73],"actual":[77,103],"representative":[83],"range":[84,109],"items.":[86],"Despite":[87],"being":[88],"easy":[92],"items,":[93],"idealized-condition":[94],"participants":[95,115],"more":[97],"accurate":[98],"than":[99],"those":[100],"when":[105,118],"tested":[106],"item":[111],"types.":[112],"However,":[113],"experienced":[116],"difficulties":[117],"test":[119],"very":[122],"dissimilar":[123],"from":[124,136],"cases.":[126],"The":[127],"idealization,":[130],"attributable":[131],"reducing":[133],"noise":[134],"arising":[135],"cognitive":[137],"limitations":[138],"memory":[140],"retrieval,":[141],"suggest":[142],"ways":[143],"improve":[145],"decision":[147],"making.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2016-06-24T00:00:00"}
