{"id":"https://openalex.org/W2065046133","doi":"https://doi.org/10.1109/icarcv.2014.7064600","title":"Towards better veracity for breast cancer detection using Gabor analysis and statistical learning","display_name":"Towards better veracity for breast cancer detection using Gabor analysis and statistical learning","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2065046133","doi":"https://doi.org/10.1109/icarcv.2014.7064600","mag":"2065046133"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv.2014.7064600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2014.7064600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 13th International Conference on Control Automation Robotics &amp; Vision (ICARCV)","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/A5103118969","display_name":"Mukundhan Srinivasan","orcid":"https://orcid.org/0000-0002-8066-1137"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mukundhan Srinivasan","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Science, Bangalore, KA, India","Department of Electrical Engineering, Indian Institute of Science, Bangalore, KA 560-012 India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Science, Bangalore, KA, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Science, Bangalore, KA 560-012 India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059497627","display_name":"Harshitha Parnandi Venkata","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harshitha Parnandi Venkata","raw_affiliation_strings":["University of Utah, Salt Lake City, UT, US","School of Computing, University of Utah, Salt Lake City, UT 84112, United States#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, US","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"School of Computing, University of Utah, Salt Lake City, UT 84112, United States#TAB#","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103118969"],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":0.409,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7437062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"58","issue":null,"first_page":"1864","last_page":"1869"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976000189781189,"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":0.9976000189781189,"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":0.9908000230789185,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6513821482658386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6390350461006165},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6273924708366394},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6117215752601624},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5737982988357544},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5491101145744324},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.5111990571022034},{"id":"https://openalex.org/keywords/gabor-wavelet","display_name":"Gabor wavelet","score":0.45863211154937744},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.3572072386741638},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3421103358268738},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.337289035320282},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.24085012078285217},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10025045275688171}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6513821482658386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6390350461006165},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6273924708366394},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6117215752601624},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5737982988357544},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5491101145744324},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.5111990571022034},{"id":"https://openalex.org/C136902061","wikidata":"https://www.wikidata.org/wiki/Q16981559","display_name":"Gabor wavelet","level":5,"score":0.45863211154937744},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3572072386741638},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3421103358268738},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.337289035320282},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.24085012078285217},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10025045275688171},{"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/icarcv.2014.7064600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2014.7064600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 13th International Conference on Control Automation Robotics &amp; Vision (ICARCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7900000214576721,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1573546770","https://openalex.org/W1914401667","https://openalex.org/W1981989535","https://openalex.org/W2011502238","https://openalex.org/W2041995828","https://openalex.org/W2051546069","https://openalex.org/W2062074229","https://openalex.org/W2081143638","https://openalex.org/W2089569798","https://openalex.org/W2101771332","https://openalex.org/W2103351853","https://openalex.org/W2120617193","https://openalex.org/W2131062842","https://openalex.org/W2138100172","https://openalex.org/W2142230722","https://openalex.org/W2145554852","https://openalex.org/W2159318977","https://openalex.org/W2169501877","https://openalex.org/W2514575318","https://openalex.org/W2544552693","https://openalex.org/W2988493071","https://openalex.org/W6634202927","https://openalex.org/W6726088282"],"related_works":["https://openalex.org/W1710806717","https://openalex.org/W2394322125","https://openalex.org/W2355521768","https://openalex.org/W2055938957","https://openalex.org/W4210684035","https://openalex.org/W2902714807","https://openalex.org/W2803685646","https://openalex.org/W1643168517","https://openalex.org/W2137044549","https://openalex.org/W4250797302"],"abstract_inverted_index":{"Breast":[0],"Cancer":[1],"is":[2,17,91],"by":[3,37],"far":[4],"the":[5,34,40,71,94],"most":[6],"prevalent":[7],"cancer":[8],"diagnosed":[9],"in":[10,89],"women":[11],"worldwide.":[12],"Early":[13],"diagnosis":[14],"and":[15,99],"detection":[16,35],"now":[18],"possible":[19],"through":[20],"modern":[21],"technology":[22],"like":[23],"mammography.":[24],"In":[25],"this":[26,47],"paper,":[27],"we":[28,49],"present":[29],"a":[30],"method":[31,69,81],"to":[32,93],"augment":[33],"process":[36],"efficiently":[38],"recognizing":[39],"carcinogenic":[41],"tissue":[42],"or":[43],"cells.":[44,101],"To":[45],"address":[46],"issue,":[48],"propose":[50],"an":[51],"algorithm":[52],"using":[53],"Discrete":[54],"Gabor":[55],"Wavelet":[56],"Transforms":[57],"based":[58],"on":[59,70],"Hidden":[60],"Markov":[61],"Model":[62],"for":[63],"classification.":[64],"We":[65],"test":[66],"our":[67],"proposed":[68,80],"Mini":[72],"Mammographie":[73],"Image":[74],"Analysis":[75],"Society":[76],"(MIAS)":[77],"database.":[78],"The":[79],"yields":[82],"about":[83],"90%":[84],"recognition":[85],"accuracy.":[86],"This":[87],"increase":[88],"accuracy":[90],"due":[92],"statistical":[95],"classification":[96],"of":[97],"benign":[98],"malignant":[100]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
