{"id":"https://openalex.org/W2086944268","doi":"https://doi.org/10.1109/embc.2013.6611041","title":"Measures of radial correlation and trend for classification of breast masses in mammograms","display_name":"Measures of radial correlation and trend for classification of breast masses in mammograms","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2086944268","doi":"https://doi.org/10.1109/embc.2013.6611041","mag":"2086944268","pmid":"https://pubmed.ncbi.nlm.nih.gov/24111228"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2013.6611041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6611041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and 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/A5033016897","display_name":"Paola Casti","orcid":"https://orcid.org/0000-0001-7489-3022"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Paola Casti","raw_affiliation_strings":["Department of Electronic Engineering, University of Rome Tor Vergata, Italy","Dept. of Electron. Eng., Univ. of Rome \u201cTor Vergata, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Rome Tor Vergata, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Dept. of Electron. Eng., Univ. of Rome \u201cTor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014451390","display_name":"Arianna Mencattini","orcid":"https://orcid.org/0000-0002-3753-0457"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Arianna Mencattini","raw_affiliation_strings":["Department of Electronic Engineering, University of Rome Tor Vergata, Italy","Dept. of Electron. Eng., Univ. of Rome \u201cTor Vergata, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Rome Tor Vergata, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Dept. of Electron. Eng., Univ. of Rome \u201cTor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039654589","display_name":"Marcello Salmeri","orcid":"https://orcid.org/0000-0002-4606-8081"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marcello Salmeri","raw_affiliation_strings":["Department of Electronic Engineering, University of Rome Tor Vergata, Italy","Dept. of Electron. Eng., Univ. of Rome \u201cTor Vergata, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Rome Tor Vergata, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Dept. of Electron. Eng., Univ. of Rome \u201cTor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108532327","display_name":"Antonietta Ancona","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086830","display_name":"Ospedale San Paolo","ror":"https://ror.org/0026m8b31","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210086830"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonietta Ancona","raw_affiliation_strings":["Diagnostic Radiology Unit, San Paolo Hospital of Bari, Bari, Italy","Diagnostic Radiol. Unit, San Paolo Hosp. of Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Diagnostic Radiology Unit, San Paolo Hospital of Bari, Bari, Italy","institution_ids":["https://openalex.org/I4210086830"]},{"raw_affiliation_string":"Diagnostic Radiol. Unit, San Paolo Hosp. of Bari, Bari, Italy","institution_ids":["https://openalex.org/I4210086830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023773507","display_name":"Fabio Mangieri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086830","display_name":"Ospedale San Paolo","ror":"https://ror.org/0026m8b31","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210086830"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Mangieri","raw_affiliation_strings":["Diagnostic Radiology Unit, San Paolo Hospital of Bari, Bari, Italy","Diagnostic Radiol. Unit, San Paolo Hosp. of Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Diagnostic Radiology Unit, San Paolo Hospital of Bari, Bari, Italy","institution_ids":["https://openalex.org/I4210086830"]},{"raw_affiliation_string":"Diagnostic Radiol. Unit, San Paolo Hosp. of Bari, Bari, Italy","institution_ids":["https://openalex.org/I4210086830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008235253","display_name":"Rangaraj M. Rangayyan","orcid":"https://orcid.org/0000-0002-6764-8691"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rangaraj M. Rangayyan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada","Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5033016897"],"corresponding_institution_ids":["https://openalex.org/I116067653"],"apc_list":null,"apc_paid":null,"fwci":1.4428,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86094661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1069","issue":null,"first_page":"6490","last_page":"6493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9944999814033508,"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":0.9801999926567078,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7217202186584473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7177332639694214},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.7001831531524658},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.629865288734436},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.6098380088806152},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.582495927810669},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.564246654510498},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5503520369529724},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5274052023887634},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5059165358543396},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.47623947262763977},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.45771968364715576},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.4547315537929535},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4346124529838562},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3346877694129944},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23086288571357727},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.14747300744056702},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07525068521499634}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7217202186584473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7177332639694214},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.7001831531524658},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.629865288734436},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.6098380088806152},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.582495927810669},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.564246654510498},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5503520369529724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5274052023887634},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5059165358543396},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.47623947262763977},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.45771968364715576},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.4547315537929535},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4346124529838562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3346877694129944},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23086288571357727},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.14747300744056702},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07525068521499634},{"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/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","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":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2013.6611041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6611041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:24111228","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24111228","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},{"id":"pmh:oai:art.torvergata.it:2108/95047","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/95047","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.699999988079071,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W177004468","https://openalex.org/W2017074421","https://openalex.org/W2017961677","https://openalex.org/W2026506545","https://openalex.org/W2035526062","https://openalex.org/W2054470248","https://openalex.org/W2059331675","https://openalex.org/W2065970061","https://openalex.org/W2067485484","https://openalex.org/W2076468721","https://openalex.org/W2078358607","https://openalex.org/W2108940541","https://openalex.org/W2112348586","https://openalex.org/W2118005571","https://openalex.org/W2124776405","https://openalex.org/W2134916573","https://openalex.org/W2144647583","https://openalex.org/W2163444468","https://openalex.org/W2514575318","https://openalex.org/W2792756227","https://openalex.org/W3161439748","https://openalex.org/W4205687621","https://openalex.org/W4236531604","https://openalex.org/W6607184829","https://openalex.org/W6676606992","https://openalex.org/W6726088282"],"related_works":["https://openalex.org/W2250488071","https://openalex.org/W2356150353","https://openalex.org/W2018643641","https://openalex.org/W2380744779","https://openalex.org/W1514924336","https://openalex.org/W2967867994","https://openalex.org/W2469878540","https://openalex.org/W816105089","https://openalex.org/W1999647744","https://openalex.org/W4384652375"],"abstract_inverted_index":{"In":[0],"this":[1,46],"paper,":[2],"a":[3],"novel":[4,28],"approach":[5],"for":[6,45,113,120],"classification":[7],"of":[8,17,24,35,49,70,73,134,142],"breast":[9],"masses":[10,18,78],"is":[11],"presented":[12],"that":[13],"quantifies":[14],"the":[15,36,58,66,107,117,129,140,143],"texture":[16],"without":[19],"relying":[20],"on":[21,32,98],"accurate":[22],"extraction":[23],"their":[25],"contours.":[26],"Two":[27],"feature":[29,114],"descriptors":[30],"based":[31,97],"2D":[33],"extensions":[34],"reverse":[37],"arrangement":[38],"(RA)":[39],"and":[40,52,79,92,116],"Mantel's":[41],"tests":[42],"were":[43,55,103],"designed":[44],"purpose.":[47],"Measures":[48],"radial":[50,53,99],"correlation":[51],"trend":[54],"extracted":[56],"from":[57,65],"original":[59],"gray-scale":[60],"values":[61],"as":[62,64],"well":[63],"Gabor":[67],"magnitude":[68],"response":[69],"146":[71],"regions":[72],"interest,":[74],"including":[75],"120":[76],"benign":[77],"26":[80],"malignant":[81],"tumors.":[82],"Four":[83],"classifiers,":[84],"Fisher-linear":[85],"discriminant":[86],"analysis,":[87],"Bayesian,":[88],"support":[89],"vector":[90],"machine,":[91],"an":[93,126],"artificial":[94],"neural":[95],"network":[96],"basis":[100],"functions":[101],"(ANN-RBF),":[102],"employed":[104],"to":[105],"predict":[106],"diagnosis,":[108],"using":[109],"stepwise":[110],"logistic":[111],"regression":[112],"selection":[115],"leave-one-patient-out":[118],"method":[119],"cross-validation.":[121],"The":[122,136],"ANN-RBF":[123],"resulted":[124],"in":[125],"area":[127],"under":[128],"receiver":[130],"operating":[131],"characteristic":[132],"curve":[133],"0.93.":[135],"experimental":[137],"results":[138],"show":[139],"effectiveness":[141],"proposed":[144],"approach.":[145]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}