{"id":"https://openalex.org/W3081747362","doi":"https://doi.org/10.1109/embc44109.2020.9176171","title":"Wavelet Transform and Texton based Analysis for Detection of Benign and Malignant Masses","display_name":"Wavelet Transform and Texton based Analysis for Detection of Benign and Malignant Masses","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3081747362","doi":"https://doi.org/10.1109/embc44109.2020.9176171","mag":"3081747362","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018438"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9176171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5051818926","display_name":"Chiranjib Bhowmick","orcid":"https://orcid.org/0009-0002-5039-0687"},"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":true,"raw_author_name":"Chiranjib Bhowmick","raw_affiliation_strings":["School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103122405","display_name":"Pranab Kumar Dutta","orcid":"https://orcid.org/0000-0001-9906-719X"},"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":"Pranab Kumar Dutta","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044064329","display_name":"Manjunatha Mahadevappa","orcid":"https://orcid.org/0000-0003-4700-9080"},"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":"Manjunatha Mahadevappa","raw_affiliation_strings":["School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051818926"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09843536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"2178","last_page":"2181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9955000281333923,"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":0.9955000281333923,"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":0.9735000133514404,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7088754773139954},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6676627397537231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6173580884933472},{"id":"https://openalex.org/keywords/filter-bank","display_name":"Filter bank","score":0.597955048084259},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5743716955184937},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4876197874546051},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47461381554603577},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.46206387877464294},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.425383061170578},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37257567048072815},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.3310760259628296},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.3153819441795349},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.13998055458068848},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1239754855632782}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7088754773139954},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6676627397537231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6173580884933472},{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.597955048084259},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5743716955184937},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4876197874546051},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47461381554603577},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.46206387877464294},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.425383061170578},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37257567048072815},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.3310760259628296},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.3153819441795349},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.13998055458068848},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1239754855632782},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001940","descriptor_name":"Breast","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9176171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33018438","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018438","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W18046889","https://openalex.org/W177004468","https://openalex.org/W402813564","https://openalex.org/W1519135288","https://openalex.org/W1583364143","https://openalex.org/W1608604164","https://openalex.org/W1972497951","https://openalex.org/W1974001716","https://openalex.org/W1975855047","https://openalex.org/W1977097429","https://openalex.org/W1988979287","https://openalex.org/W2044465660","https://openalex.org/W2152942156","https://openalex.org/W2755773539","https://openalex.org/W2907066882","https://openalex.org/W2964189045","https://openalex.org/W2993303538","https://openalex.org/W4390656632","https://openalex.org/W6600723921","https://openalex.org/W6607184829"],"related_works":["https://openalex.org/W183670115","https://openalex.org/W1501179639","https://openalex.org/W3199035354","https://openalex.org/W2085792030","https://openalex.org/W1807354010","https://openalex.org/W3143644526","https://openalex.org/W598225674","https://openalex.org/W2734230146","https://openalex.org/W1588899229","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Cancer":[0],"has":[1],"affected":[2],"the":[3,17,21,30,34,50,53,58,68,159],"human":[4],"community":[5],"to":[6,11,86,158],"a":[7,83],"large":[8],"extent":[9],"due":[10],"its":[12],"low":[13],"survival":[14],"rate":[15],"towards":[16],"end":[18],"stage":[19],"of":[20,52,63,121,170,176],"disease.":[22],"It":[23],"is":[24,49,116,129,155],"asymptomatic":[25],"in":[26,93],"many":[27],"cases":[28],"during":[29],"initial":[31],"stage.":[32],"Thus":[33],"dependency":[35],"on":[36],"early":[37],"diagnosis":[38],"and":[39,89,98,138,146,172,182],"regular":[40],"check":[41],"up":[42],"increases":[43],"manifold.":[44],"Computer":[45],"Aided":[46],"Diagnostic":[47],"Model":[48],"need":[51],"hour":[54],"which":[55,102],"will":[56],"increase":[57],"diagnostic":[59],"efficiency.":[60],"A":[61,107],"total":[62],"400":[64],"images":[65],"acquired":[66],"from":[67,143],"Digital":[69],"Database":[70],"for":[71,78,118,162],"Screening":[72],"Mammography":[73],"have":[74],"been":[75],"used":[76],"here":[77],"analysis.":[79],"This":[80],"paper":[81],"proposes":[82],"novel":[84],"technique":[85],"differentiate":[87],"benign":[88],"malignant":[90],"breast":[91],"lesions":[92],"mammograms":[94],"using":[95,178],"multiresolution":[96],"analysis":[97,128],"Schmid":[99,133],"Filter":[100,154],"Bank,":[101],"were":[103],"not":[104],"reported":[105],"earlier.":[106],"three":[108],"level":[109,125],"Haar":[110],"wavelet":[111],"decomposed":[112],"image(L1,":[113],"L2,":[114],"L3)":[115],"obtained":[117,142],"each":[119,124],"Region":[120],"Interest.":[122],"In":[123],"Texton":[126],"based":[127],"further":[130,156],"investigated":[131],"through":[132],"filter":[134,144],"bank.":[135],"Statistical":[136],"features":[137],"Haralick's":[139],"Features":[140],"are":[141],"response":[145],"Gray":[147],"Level":[148],"Cooccurence":[149],"Matrix":[150],"respectively.":[151],"Partition":[152],"Membership":[153],"applied":[157],"feature":[160,163],"matrix":[161],"partitioning.":[164],"The":[165],"method":[166],"shows":[167],"maximum":[168],"accuracy":[169],"98.63%":[171],"Area":[173],"under":[174],"Curve":[175],"0.981":[177],"Random":[179],"Forest":[180],"Classifier":[181],"ten":[183],"fold":[184],"cross":[185],"validation.":[186]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
