{"id":"https://openalex.org/W1599047798","doi":"https://doi.org/10.1109/icip.2003.1247065","title":"Relevance feedback based on incremental learning for mammogram retrieval","display_name":"Relevance feedback based on incremental learning for mammogram retrieval","publication_year":2004,"publication_date":"2004-06-21","ids":{"openalex":"https://openalex.org/W1599047798","doi":"https://doi.org/10.1109/icip.2003.1247065","mag":"1599047798"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2003.1247065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2003.1247065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010597773","display_name":"Issam El Naqa","orcid":"https://orcid.org/0000-0001-6023-1132"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]},{"id":"https://openalex.org/I4210135078","display_name":"Washington University Medical Center","ror":"https://ror.org/036c27j91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210135078"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"I.E. Naqa","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA","Medical Center, University of Washington, Saint Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"Medical Center, University of Washington, Saint Louis, MO, USA","institution_ids":["https://openalex.org/I4210135078"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048510347","display_name":"Yongyi Yang","orcid":"https://orcid.org/0000-0003-3564-3260"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026606753","display_name":"N.P. Galatsanos","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"N.P. Galatsanos","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043182454","display_name":"Miles N. Wernick","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.N. Wernick","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"I","last_page":"729"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9936000108718872,"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/T10862","display_name":"AI in cancer detection","score":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.898769199848175},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.8487623929977417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8202125430107117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5240060091018677},{"id":"https://openalex.org/keywords/incremental-learning","display_name":"Incremental learning","score":0.5155611038208008},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5056922435760498},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49956750869750977},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4604284465312958},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.44268685579299927},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22657400369644165}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.898769199848175},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.8487623929977417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8202125430107117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5240060091018677},{"id":"https://openalex.org/C2780735816","wikidata":"https://www.wikidata.org/wiki/Q28324931","display_name":"Incremental learning","level":2,"score":0.5155611038208008},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5056922435760498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49956750869750977},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4604284465312958},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.44268685579299927},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22657400369644165},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2003.1247065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2003.1247065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W256534578","https://openalex.org/W1592458933","https://openalex.org/W1977261934","https://openalex.org/W2098829325","https://openalex.org/W2108807072","https://openalex.org/W2132641846","https://openalex.org/W2148603752","https://openalex.org/W2153543724","https://openalex.org/W2155099190","https://openalex.org/W4253000159","https://openalex.org/W6674637771","https://openalex.org/W6676485797","https://openalex.org/W6682468436"],"related_works":["https://openalex.org/W1921936017","https://openalex.org/W1971071004","https://openalex.org/W2009716188","https://openalex.org/W1518380457","https://openalex.org/W2001985945","https://openalex.org/W1973132420","https://openalex.org/W2078482661","https://openalex.org/W1968222678","https://openalex.org/W2460037195","https://openalex.org/W2134013435"],"abstract_inverted_index":{"In":[0],"this":[1,52],"work":[2],"we":[3,54],"explore":[4],"a":[5,12,22,56,86],"new":[6],"technique":[7],"for":[8,15,24],"relevance":[9,57],"feedback":[10,58],"in":[11,38,69],"learning-based":[13],"framework":[14],"retrieval":[16],"of":[17,26,64,72,89],"relevant":[18],"mammogram":[19],"images":[20],"from":[21,85],"database,":[23],"purposes":[25],"aiding":[27],"diagnoses.":[28],"Our":[29],"goal":[30],"is":[31,79],"to":[32,46],"adapt":[33],"online":[34],"the":[35,44,48,62,70],"learning":[36,66],"procedure":[37],"accordance":[39],"with":[40],"user":[41],"responses":[42],"without":[43],"need":[45],"repeat":[47],"training":[49],"procedure.":[50],"Toward":[51],"end":[53],"develop":[55],"approach":[59,78],"based":[60],"on":[61],"concept":[63],"incremental":[65],"developed":[67],"recently":[68],"theory":[71],"support":[73],"vector":[74],"machines.":[75],"The":[76],"proposed":[77],"demonstrated":[80],"using":[81],"clustered":[82],"microcalcifications":[83],"extracted":[84],"database":[87],"consisting":[88],"76":[90],"mammograms.":[91]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
