{"id":"https://openalex.org/W2044207931","doi":"https://doi.org/10.1109/icip.2012.6467380","title":"Expanding diagnostically labeled datasets using content-based image retrieval","display_name":"Expanding diagnostically labeled datasets using content-based image retrieval","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2044207931","doi":"https://doi.org/10.1109/icip.2012.6467380","mag":"2044207931"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2012.6467380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2012.6467380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 19th IEEE International Conference on Image Processing","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/A5067983674","display_name":"Anne-Marie Giuca","orcid":null},"institutions":[{"id":"https://openalex.org/I177881444","display_name":"Pomona College","ror":"https://ror.org/0074grg94","country_code":"US","type":"education","lineage":["https://openalex.org/I177881444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne-Marie Giuca","raw_affiliation_strings":["Pomona College, Claremont, CA, USA","[Pomona College, Claremont, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pomona College, Claremont, CA, USA","institution_ids":["https://openalex.org/I177881444"]},{"raw_affiliation_string":"[Pomona College, Claremont, CA, USA]","institution_ids":["https://openalex.org/I177881444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028698064","display_name":"Kerry A. Seitz","orcid":"https://orcid.org/0000-0003-2424-9495"},"institutions":[{"id":"https://openalex.org/I60060512","display_name":"Trinity University","ror":"https://ror.org/00t8gz605","country_code":"US","type":"education","lineage":["https://openalex.org/I60060512"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kerry A. Seitz","raw_affiliation_strings":["Trinity University, San antonio, TX, USA","Trinity University  San Antonio TX USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trinity University, San antonio, TX, USA","institution_ids":["https://openalex.org/I60060512"]},{"raw_affiliation_string":"Trinity University  San Antonio TX USA","institution_ids":["https://openalex.org/I60060512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001027068","display_name":"Jacob Furst","orcid":null},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob Furst","raw_affiliation_strings":["DePaul University, Chicago, IL, USA","DePaul University , Chicago , IL , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DePaul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"DePaul University , Chicago , IL , USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005267835","display_name":"Daniela Raicu","orcid":"https://orcid.org/0000-0002-2165-7234"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniela Raicu","raw_affiliation_strings":["DePaul University, Chicago, IL, USA","DePaul University , Chicago , IL , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DePaul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"DePaul University , Chicago , IL , USA","institution_ids":["https://openalex.org/I118353179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3882,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83179943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2397","last_page":"2400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9918000102043152,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9918000102043152,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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":0.7696307301521301},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.6596423983573914},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.6468849182128906},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.6023685932159424},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5749977827072144},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5744786858558655},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.5519669055938721},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5129096508026123},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5062986612319946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46431824564933777},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.45019131898880005},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4350479245185852},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.372950941324234},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37064796686172485},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35223162174224854},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.15685376524925232},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1501539647579193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696307301521301},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.6596423983573914},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.6468849182128906},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.6023685932159424},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5749977827072144},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5744786858558655},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.5519669055938721},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5129096508026123},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5062986612319946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46431824564933777},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.45019131898880005},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4350479245185852},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.372950941324234},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37064796686172485},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35223162174224854},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.15685376524925232},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1501539647579193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icip.2012.6467380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2012.6467380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 19th IEEE International Conference on Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.225.3849","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.225.3849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.trinity.edu/%7Ekseitz/publications/GiucaSeitz-ICIP2012.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.889.1681","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.889.1681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://csiflabs.cs.ucdavis.edu/%7Ekaseitz/publications/2012/posters/ICIP2012Poster.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W177004468","https://openalex.org/W1487934831","https://openalex.org/W1553980183","https://openalex.org/W1565276921","https://openalex.org/W1577384598","https://openalex.org/W1964929775","https://openalex.org/W1974122280","https://openalex.org/W1986649315","https://openalex.org/W1989546758","https://openalex.org/W1990261190","https://openalex.org/W2031827337","https://openalex.org/W2048679005","https://openalex.org/W2075409899","https://openalex.org/W2094769840","https://openalex.org/W2122837498","https://openalex.org/W2131968726","https://openalex.org/W2136725088","https://openalex.org/W2136906594","https://openalex.org/W2138080168","https://openalex.org/W2504273128","https://openalex.org/W2624344840","https://openalex.org/W4240313916","https://openalex.org/W4255267659","https://openalex.org/W4285719527","https://openalex.org/W6607184829","https://openalex.org/W6633037642","https://openalex.org/W6641283236","https://openalex.org/W6658325976","https://openalex.org/W6678450398"],"related_works":["https://openalex.org/W1509467138","https://openalex.org/W1825808266","https://openalex.org/W2125196549","https://openalex.org/W2063933469","https://openalex.org/W2519881370","https://openalex.org/W1997112421","https://openalex.org/W2044207931","https://openalex.org/W3214843599","https://openalex.org/W1987597029","https://openalex.org/W1155931744"],"abstract_inverted_index":{"In":[0,97],"computer-aided":[1],"diagnosis":[2],"(CAD),":[3],"having":[4],"an":[5,126],"accurate":[6],"ground":[7,112],"truth":[8,113],"is":[9,22,125],"critical.":[10],"However,":[11],"the":[12,40,63,74,93,99,115,137],"number":[13],"of":[14,65,101,139],"databases":[15],"containing":[16],"medical":[17],"images":[18,42,52,132],"with":[19,43,53],"diagnostic":[20],"information":[21],"limited.":[23],"Using":[24],"pulmonary":[25],"computed":[26],"tomography":[27],"(CT)":[28],"scans,":[29],"we":[30,61],"develop":[31],"a":[32,78],"content-based":[33],"image":[34],"retrieval":[35],"(CBIR)":[36],"approach":[37],"to":[38,49,135],"exploit":[39],"limited":[41],"diagnostically":[44,94],"labeled":[45,95],"data":[46,67,108],"in":[47,133],"order":[48,134],"annotate":[50],"unlabeled":[51],"diagnoses.":[54],"By":[55],"applying":[56],"this":[57,102],"CBIR":[58,123],"method":[59,75,128],"iteratively,":[60],"expand":[62],"set":[64],"diagnosed":[66],"available":[68],"for":[69,114,129],"CAD":[70,79,140],"systems.":[71,141],"We":[72],"evaluate":[73],"by":[76],"implementing":[77],"system":[80],"that":[81,122],"uses":[82],"undiagnosed":[83,116,131],"lung":[84],"nodules":[85,91],"as":[86,111],"queries":[87],"and":[88,105],"retrieves":[89],"similar":[90],"from":[92],"dataset.":[96],"calculating":[98],"precision":[100],"system,":[103],"radiologist-":[104],"computer-predicted":[106],"malignancy":[107],"are":[109],"used":[110],"query":[117],"nodules.":[118],"Our":[119],"results":[120],"indicate":[121],"expansion":[124],"effective":[127],"labeling":[130],"improve":[136],"performance":[138]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}