{"id":"https://openalex.org/W1995494118","doi":"https://doi.org/10.1109/rait.2012.6194480","title":"Wavelet based features of circular scan lines for mammographic mass classification","display_name":"Wavelet based features of circular scan lines for mammographic mass classification","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W1995494118","doi":"https://doi.org/10.1109/rait.2012.6194480","mag":"1995494118"},"language":"en","primary_location":{"id":"doi:10.1109/rait.2012.6194480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rait.2012.6194480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 1st International Conference on Recent Advances in Information Technology (RAIT)","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/A5033940920","display_name":"Jatindra Kumar Dash","orcid":"https://orcid.org/0000-0001-9067-8517"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jatindra Kumar Dash","raw_affiliation_strings":["Department of E&ECE, Indian Institute of Technology, Kharagpur, India","Department of E&ECE, Indian Institute of Technology-Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of E&ECE, Indian Institute of Technology, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Department of E&ECE, Indian Institute of Technology-Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058327479","display_name":"Laxmikant Sahoo","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Laxmikant Sahoo","raw_affiliation_strings":["Department of E&ECE, Indian Institute of Technology, Kharagpur, India","Department of E&ECE, Indian Institute of Technology-Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of E&ECE, Indian Institute of Technology, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Department of E&ECE, Indian Institute of Technology-Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2114,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88407308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9934999942779541,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.789338231086731},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7364063262939453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6908698081970215},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6476348042488098},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6440775394439697},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5757659673690796},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5305077433586121},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47093167901039124},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4593314528465271},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4266122579574585},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.4231942594051361},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4222070574760437},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.42031562328338623},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.41872408986091614},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.22795018553733826},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.11971661448478699},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09566870331764221}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.789338231086731},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7364063262939453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6908698081970215},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6476348042488098},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6440775394439697},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5757659673690796},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5305077433586121},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47093167901039124},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4593314528465271},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4266122579574585},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.4231942594051361},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4222070574760437},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.42031562328338623},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.41872408986091614},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.22795018553733826},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.11971661448478699},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09566870331764221},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rait.2012.6194480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rait.2012.6194480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 1st International Conference on Recent Advances in Information Technology (RAIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1897693226","https://openalex.org/W1986923534","https://openalex.org/W1988195349","https://openalex.org/W2012626328","https://openalex.org/W2031853118","https://openalex.org/W2102427741","https://openalex.org/W2114966857","https://openalex.org/W2140490307","https://openalex.org/W2148603752"],"related_works":["https://openalex.org/W4249377076","https://openalex.org/W4210389441","https://openalex.org/W1514924336","https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W1978794434","https://openalex.org/W3190666406","https://openalex.org/W4311196528","https://openalex.org/W2338709101","https://openalex.org/W2101163260"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,9],"is":[2,40,92,104],"reported":[3],"as":[4,136],"the":[5,11,21,35,43,49,108,119],"second":[6],"most":[7,36],"deadly":[8],"in":[10,32,57,85],"world":[12],"on":[13],"which":[14,106],"public":[15],"awareness":[16],"has":[17],"been":[18],"increasing":[19],"during":[20],"last":[22],"few":[23],"decades.":[24],"Early":[25],"detection":[26,38],"can":[27],"play":[28],"an":[29,79,157],"effective":[30],"role":[31],"prevention":[33],"and":[34,55,113,144],"reliable":[37],"technology":[39],"mammography.":[41],"At":[42],"early":[44],"stages":[45],"of":[46,68,111,121,127,159],"breast":[47],"cancer,":[48],"clinical":[50],"signs":[51],"are":[52,130],"very":[53],"mild":[54],"vary":[56],"appearance,":[58],"making":[59],"diagnosis":[60],"difficult":[61],"even":[62],"for":[63,82,101],"specialists.":[64],"Therefore,":[65],"automatic":[66],"reading":[67],"medical":[69],"images":[70],"becomes":[71],"highly":[72],"desirable.":[73],"This":[74],"paper":[75],"aims":[76],"to":[77,94],"develop":[78],"automated":[80],"system":[81],"mass":[83],"classification":[84],"digital":[86],"mammograms.":[87],"Mini":[88],"-":[89],"MIAS":[90],"database":[91],"used":[93],"obtain":[95],"mammogram":[96],"images.":[97],"A":[98],"novel":[99],"approach":[100],"feature":[102],"extraction":[103],"proposed":[105],"exploits":[107],"wavelet":[109],"features":[110,129],"radial":[112],"circular":[114],"scan":[115],"lines":[116],"drawn":[117],"over":[118],"region":[120],"interest":[122],"(ROI).":[123],"The":[124,149],"discriminating":[125],"ability":[126],"these":[128],"evaluated":[131],"using":[132],"three":[133],"classifiers":[134],"such":[135],"Neural":[137],"Network":[138],"(Scaled":[139],"conjugate":[140],"back":[141],"propagation),":[142],"Bayesian":[143],"Support":[145],"Vector":[146],"Machine":[147],"(SVM).":[148],"experimental":[150],"results":[151],"show":[152],"that":[153],"SVM":[154],"outperforms":[155],"with":[156],"accuracy":[158],"85.96%.":[160]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}