{"id":"https://openalex.org/W2165018313","doi":"https://doi.org/10.1109/ijcnn.2008.4634341","title":"Mass screening and feature reserved compression in a computer-aided system for mammograms","display_name":"Mass screening and feature reserved compression in a computer-aided system for mammograms","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2165018313","doi":"https://doi.org/10.1109/ijcnn.2008.4634341","mag":"2165018313"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4634341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634341","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","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/A5047430671","display_name":"Sheng-Chih Yang","orcid":"https://orcid.org/0000-0001-7434-3346"},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Chih Yang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chin Yi University of Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chin Yi University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069232290","display_name":"Yi-Jhen Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Jhen Lin","raw_affiliation_strings":["Department of Electronic Engineering, National Chin Yi University of Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Chin Yi University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048480773","display_name":"Pau\u2010Choo Chung","orcid":"https://orcid.org/0000-0002-8660-570X"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pau-Choo Chung","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University of Technology, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University of Technology, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111750715","display_name":"Giu\u2010Cheng Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]},{"id":"https://openalex.org/I68171755","display_name":"National Defense Medical Center","ror":"https://ror.org/02bn97g32","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I68171755"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Giu-Cheng Hsu","raw_affiliation_strings":["Department of Radiology, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan","institution_ids":["https://openalex.org/I1293718874","https://openalex.org/I68171755"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024634999","display_name":"Chien-Shen Lo","orcid":null},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Shen Lo","raw_affiliation_strings":["Department of Multimedia Design, National Formosa University, Yunlin, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Multimedia Design, National Formosa University, Yunlin, Taiwan","institution_ids":["https://openalex.org/I40689657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3779","last_page":"3786"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.996399998664856,"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":0.996399998664856,"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":0.9955999851226807,"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/T10320","display_name":"Neural Networks and Applications","score":0.9941999912261963,"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/computer-science","display_name":"Computer science","score":0.7073703408241272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7055608034133911},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5931226015090942},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5659892559051514},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5518975853919983},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5408492684364319},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.48695099353790283},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.43738484382629395},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.43444982171058655},{"id":"https://openalex.org/keywords/vector-quantization","display_name":"Vector quantization","score":0.4174690842628479},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4135211110115051},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.41241806745529175},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37029656767845154},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.15273228287696838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7073703408241272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7055608034133911},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5931226015090942},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5659892559051514},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5518975853919983},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5408492684364319},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.48695099353790283},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.43738484382629395},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.43444982171058655},{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.4174690842628479},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4135211110115051},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.41241806745529175},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37029656767845154},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.15273228287696838},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4634341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634341","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.46000000834465027,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1597286183","https://openalex.org/W1646954835","https://openalex.org/W2100069600","https://openalex.org/W2104862701","https://openalex.org/W2139212933","https://openalex.org/W2140997222","https://openalex.org/W2147773647","https://openalex.org/W2161410433","https://openalex.org/W2531637459","https://openalex.org/W6680626056"],"related_works":["https://openalex.org/W1514924336","https://openalex.org/W1539956819","https://openalex.org/W2093152993","https://openalex.org/W1489554298","https://openalex.org/W2002967116","https://openalex.org/W2378212145","https://openalex.org/W3209251257","https://openalex.org/W2094714038","https://openalex.org/W2144404403","https://openalex.org/W2106967209"],"abstract_inverted_index":{"This":[0,29],"paper":[1],"presents":[2],"a":[3,23],"computer-aided":[4],"prescreening":[5],"and":[6,17,39,60,78,98,132],"storage":[7,140],"system,":[8],"which":[9],"automatically":[10],"prescreens":[11],"the":[12,20,27,46,74,91,101,115,135],"mass":[13,36,40],"regions":[14,92,117],"from":[15,54,69],"mammograms":[16,138],"based":[18],"on":[19,73,114],"results,":[21],"performs":[22],"progressive":[24],"compression":[25,43,120],"in":[26,32],"storage.":[28],"is":[30,51,82,87,112],"performed":[31],"two":[33],"subsystems":[34],"called":[35],"screening":[37],"subsystem":[38],"feature":[41,80],"reserved":[42],"subsystem.":[44],"In":[45,100],"first":[47],"subsystem,":[48,103],"breast":[49,76,95],"region":[50],"firstly":[52],"extracted":[53,75],"images,":[55],"followed":[56],"by":[57],"Gradient":[58],"Enhancement":[59],"Median":[61],"Filtering.":[62],"Then,":[63],"19":[64],"texture":[65],"features":[66,131],"are":[67],"calculated":[68],"32*32":[70],"pixel":[71],"blocks":[72],"region,":[77],"suboptimal":[79],"subset":[81],"extracted.":[83],"Then":[84],"SVM":[85],"classifier":[86],"employed":[88],"for":[89,139],"classifying":[90],"into":[93],"mass,":[94],"without":[96],"masses":[97],"background.":[99],"second":[102],"Vector":[104],"Quantization":[105],"GHNN":[106],"(Grey-based":[107],"Competitive":[108],"Hopfield":[109],"neural":[110],"network)":[111],"applied":[113],"three":[116],"with":[118],"different":[119],"rates":[121],"according":[122],"their":[123],"importance":[124],"factors":[125],"so":[126],"as":[127],"to":[128],"reserve":[129],"important":[130],"simultaneously":[133],"reduce":[134],"size":[136],"of":[137],"efficiency.":[141]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}