{"id":"https://openalex.org/W2807487247","doi":"https://doi.org/10.1145/3140107.3140131","title":"Breast Tissue Density Classification in Mammograms Based on Supervised Machine Learning Technique","display_name":"Breast Tissue Density Classification in Mammograms Based on Supervised Machine Learning Technique","publication_year":2017,"publication_date":"2017-11-16","ids":{"openalex":"https://openalex.org/W2807487247","doi":"https://doi.org/10.1145/3140107.3140131","mag":"2807487247"},"language":"en","primary_location":{"id":"doi:10.1145/3140107.3140131","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3140107.3140131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th Annual ACM India Compute Conference","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/A5056513826","display_name":"Kanchan Lata Kashyap","orcid":"https://orcid.org/0000-0003-0112-8711"},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kanchan Lata Kashyap","raw_affiliation_strings":["PDPM IIITDM Jabalpur, Jabalpur, MP, India"],"affiliations":[{"raw_affiliation_string":"PDPM IIITDM Jabalpur, Jabalpur, MP, India","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077957509","display_name":"Manish Kumar Bajpai","orcid":"https://orcid.org/0000-0003-2258-2390"},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Kumar Bajpai","raw_affiliation_strings":["PDPM IIITDM Jabalpur, Jabalpur, MP, India"],"affiliations":[{"raw_affiliation_string":"PDPM IIITDM Jabalpur, Jabalpur, MP, India","institution_ids":["https://openalex.org/I207223250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024672222","display_name":"Pritee Khanna","orcid":"https://orcid.org/0000-0003-0518-2133"},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pritee Khanna","raw_affiliation_strings":["PDPM IIITDM Jabalpur, Jabalpur, MP, India"],"affiliations":[{"raw_affiliation_string":"PDPM IIITDM Jabalpur, Jabalpur, MP, India","institution_ids":["https://openalex.org/I207223250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056513826"],"corresponding_institution_ids":["https://openalex.org/I207223250"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65913958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9894999861717224,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9783999919891357,"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/local-binary-patterns","display_name":"Local binary patterns","score":0.7814893126487732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7701009511947632},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7205172777175903},{"id":"https://openalex.org/keywords/breast-density","display_name":"Breast density","score":0.711968183517456},{"id":"https://openalex.org/keywords/breast-tissue","display_name":"Breast tissue","score":0.642539381980896},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6242868304252625},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.5890807509422302},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5828683376312256},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5751860737800598},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.572528600692749},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5512344837188721},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4677327573299408},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42242810130119324},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38051366806030273},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.21303066611289978},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.18171143531799316},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16153311729431152},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15956851840019226}],"concepts":[{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.7814893126487732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7701009511947632},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7205172777175903},{"id":"https://openalex.org/C3018951153","wikidata":"https://www.wikidata.org/wiki/Q17011492","display_name":"Breast density","level":5,"score":0.711968183517456},{"id":"https://openalex.org/C3020109028","wikidata":"https://www.wikidata.org/wiki/Q9103","display_name":"Breast tissue","level":4,"score":0.642539381980896},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6242868304252625},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.5890807509422302},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5828683376312256},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5751860737800598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.572528600692749},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5512344837188721},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4677327573299408},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42242810130119324},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38051366806030273},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.21303066611289978},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.18171143531799316},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16153311729431152},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15956851840019226},{"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:10.1145/3140107.3140131","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3140107.3140131","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th Annual ACM India Compute Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1594391961","https://openalex.org/W1963911647","https://openalex.org/W1986756434","https://openalex.org/W1992608033","https://openalex.org/W2046073053","https://openalex.org/W2053677366","https://openalex.org/W2058756268","https://openalex.org/W2061138960","https://openalex.org/W2119821739","https://openalex.org/W2131062842","https://openalex.org/W2147825873","https://openalex.org/W2163352848","https://openalex.org/W2182415974","https://openalex.org/W2185511959","https://openalex.org/W2510644568","https://openalex.org/W2514575318","https://openalex.org/W2612171401","https://openalex.org/W2787959293","https://openalex.org/W7027716524"],"related_works":["https://openalex.org/W1991255418","https://openalex.org/W2320814173","https://openalex.org/W2138691429","https://openalex.org/W2997597260","https://openalex.org/W2121126942","https://openalex.org/W2344745381","https://openalex.org/W183642269","https://openalex.org/W96589957","https://openalex.org/W2727051654","https://openalex.org/W4402978774"],"abstract_inverted_index":{"Breast":[0],"tissue":[1,15,43,61,115],"density":[2,16,44],"is":[3,18,49,119],"one":[4],"of":[5,26,36,47,59,127],"the":[6,93,113,122],"symptoms":[7],"for":[8],"breast":[9,14,31,42,60,95,114],"cancer":[10],"detection.":[11],"Fully":[12],"automatic":[13],"classification":[17],"presented":[19],"in":[20],"this":[21],"work.":[22],"Present":[23],"work":[24],"consists":[25],"four":[27],"steps":[28],"which":[29],"include":[30],"region":[32],"extraction":[33],"and":[34,41,81],"enhancement":[35],"mammograms,":[37],"segmentation,":[38],"feature":[39],"extraction,":[40],"classification.":[45],"Enhancement":[46],"mammogram":[48],"done":[50,65],"by":[51,66],"applying":[52],"fractional":[53],"order":[54],"differential":[55],"based":[56,69,76],"filter.":[57],"Segmentation":[58],"segmentation":[62],"has":[63],"been":[64,90],"using":[67],"clustering":[68],"fast":[70],"fuzzy":[71],"c-means":[72],"technique.":[73],"Further,":[74],"texture":[75,100],"local":[77,84],"binary":[78,85],"pattern":[79,86],"(LBP)":[80],"dominant":[82],"rotated":[83],"(DRLBP)":[87],"features":[88],"have":[89],"computed":[91],"from":[92],"extracted":[94],"tissues":[96],"to":[97,111],"characterize":[98],"its":[99],"property.":[101],"Support":[102],"vector":[103],"machine":[104],"with":[105],"linear":[106],"kernel":[107],"functions":[108],"are":[109],"used":[110],"classify":[112],"density.":[116],"Proposed":[117],"algorithm":[118],"validated":[120],"on":[121],"publicly":[123],"available":[124],"322":[125],"mammograms":[126],"Mini-Mammographic":[128],"Image":[129],"Analysis":[130],"Society":[131],"(MIAS).":[132]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
