{"id":"https://openalex.org/W4294975208","doi":"https://doi.org/10.1109/embc48229.2022.9871593","title":"Identification and Classification of Benign and Malignant Masses based on Subtraction of Temporally Sequential Digital Mammograms","display_name":"Identification and Classification of Benign and Malignant Masses based on Subtraction of Temporally Sequential Digital Mammograms","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975208","doi":"https://doi.org/10.1109/embc48229.2022.9871593","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085665"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871593","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th 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":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7085491","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047815591","display_name":"Kosmia Loizidou","orcid":"https://orcid.org/0000-0002-0810-4926"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Kosmia Loizidou","raw_affiliation_strings":["KIOS Research and Innovation Center of Excellence, University of Cyprus,Department of Electrical and Computer Engineering,Cyprus","Department of Electrical and Computer Engineering, KIOS Research and Innovation Center of Excellence, University of Cyprus, Cyprus"],"affiliations":[{"raw_affiliation_string":"KIOS Research and Innovation Center of Excellence, University of Cyprus,Department of Electrical and Computer Engineering,Cyprus","institution_ids":["https://openalex.org/I34771391"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, KIOS Research and Innovation Center of Excellence, University of Cyprus, Cyprus","institution_ids":["https://openalex.org/I34771391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049035801","display_name":"Galateia Skouroumouni","orcid":"https://orcid.org/0000-0002-6056-5797"},"institutions":[{"id":"https://openalex.org/I4210144622","display_name":"Bank of Cyprus Oncology Center","ror":"https://ror.org/049yd2834","country_code":"CY","type":"healthcare","lineage":["https://openalex.org/I4210144622"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Galateia Skouroumouni","raw_affiliation_strings":["German Oncology Center,Cyprus","German Oncology Center, Cyprus"],"affiliations":[{"raw_affiliation_string":"German Oncology Center,Cyprus","institution_ids":["https://openalex.org/I4210144622"]},{"raw_affiliation_string":"German Oncology Center, Cyprus","institution_ids":["https://openalex.org/I4210144622"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084000302","display_name":"Gabriella Savvidou","orcid":"https://orcid.org/0000-0002-3177-8400"},"institutions":[{"id":"https://openalex.org/I4210144622","display_name":"Bank of Cyprus Oncology Center","ror":"https://ror.org/049yd2834","country_code":"CY","type":"healthcare","lineage":["https://openalex.org/I4210144622"]},{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Gabriella Savvidou","raw_affiliation_strings":["Medical School University of Cyprus and the Bank of Cyprus Oncology Centre,Cyprus","Medical School University of Cyprus and the Bank of Cyprus Oncology Centre, Cyprus"],"affiliations":[{"raw_affiliation_string":"Medical School University of Cyprus and the Bank of Cyprus Oncology Centre,Cyprus","institution_ids":["https://openalex.org/I4210144622","https://openalex.org/I34771391"]},{"raw_affiliation_string":"Medical School University of Cyprus and the Bank of Cyprus Oncology Centre, Cyprus","institution_ids":["https://openalex.org/I4210144622","https://openalex.org/I34771391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027462876","display_name":"Anastasia Constantinidou","orcid":"https://orcid.org/0000-0001-5316-7574"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]},{"id":"https://openalex.org/I4210144622","display_name":"Bank of Cyprus Oncology Center","ror":"https://ror.org/049yd2834","country_code":"CY","type":"healthcare","lineage":["https://openalex.org/I4210144622"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Anastasia Constantinidou","raw_affiliation_strings":["Medical School University of Cyprus and the Bank of Cyprus Oncology Centre,Cyprus","Medical School University of Cyprus and the Bank of Cyprus Oncology Centre, Cyprus"],"affiliations":[{"raw_affiliation_string":"Medical School University of Cyprus and the Bank of Cyprus Oncology Centre,Cyprus","institution_ids":["https://openalex.org/I4210144622","https://openalex.org/I34771391"]},{"raw_affiliation_string":"Medical School University of Cyprus and the Bank of Cyprus Oncology Centre, Cyprus","institution_ids":["https://openalex.org/I4210144622","https://openalex.org/I34771391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120312515","display_name":"Christos Nikolaou","orcid":"https://orcid.org/0009-0007-1638-9283"},"institutions":[{"id":"https://openalex.org/I4210104221","display_name":"Limassol General Hospital","ror":"https://ror.org/00v7z6m55","country_code":"CY","type":"healthcare","lineage":["https://openalex.org/I4210104221","https://openalex.org/I4210137065"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Christos Nikolaou","raw_affiliation_strings":["Limassol General Hospital,Cyprus","Limassol General Hospital, Cyprus"],"affiliations":[{"raw_affiliation_string":"Limassol General Hospital,Cyprus","institution_ids":["https://openalex.org/I4210104221"]},{"raw_affiliation_string":"Limassol General Hospital, Cyprus","institution_ids":["https://openalex.org/I4210104221"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060880632","display_name":"Costas Pitris","orcid":"https://orcid.org/0000-0002-5559-1050"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Costas Pitris","raw_affiliation_strings":["KIOS Research and Innovation Center of Excellence, University of Cyprus,Department of Electrical and Computer Engineering,Cyprus","Department of Electrical and Computer Engineering, KIOS Research and Innovation Center of Excellence, University of Cyprus, Cyprus"],"affiliations":[{"raw_affiliation_string":"KIOS Research and Innovation Center of Excellence, University of Cyprus,Department of Electrical and Computer Engineering,Cyprus","institution_ids":["https://openalex.org/I34771391"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, KIOS Research and Innovation Center of Excellence, University of Cyprus, Cyprus","institution_ids":["https://openalex.org/I34771391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047815591"],"corresponding_institution_ids":["https://openalex.org/I34771391"],"apc_list":null,"apc_paid":null,"fwci":1.0471,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78671755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2022","issue":null,"first_page":"1667","last_page":"1670"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9872999787330627,"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/T12874","display_name":"Digital Imaging for Blood Diseases","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"}}],"keywords":[{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.7249630689620972},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6670222878456116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6179157495498657},{"id":"https://openalex.org/keywords/subtraction","display_name":"Subtraction","score":0.5041717290878296},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4799228310585022},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.46148553490638733},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.456329345703125},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.45268502831459045},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.45200130343437195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43336474895477295},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4278614819049835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42154788970947266},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3473414480686188},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3291594088077545},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15924125909805298},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11478579044342041}],"concepts":[{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.7249630689620972},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6670222878456116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6179157495498657},{"id":"https://openalex.org/C68060419","wikidata":"https://www.wikidata.org/wiki/Q40754","display_name":"Subtraction","level":2,"score":0.5041717290878296},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4799228310585022},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.46148553490638733},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.456329345703125},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.45268502831459045},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.45200130343437195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43336474895477295},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4278614819049835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42154788970947266},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3473414480686188},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3291594088077545},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15924125909805298},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11478579044342041},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","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":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","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":"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":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc48229.2022.9871593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871593","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085665","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085665","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:zenodo.org:7085491","is_oa":true,"landing_page_url":"https://zenodo.org/record/7085491","pdf_url":"https://zenodo.org/record/7085491","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7085491","is_oa":true,"landing_page_url":"https://zenodo.org/record/7085491","pdf_url":"https://zenodo.org/record/7085491","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294975208.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1511772490","https://openalex.org/W1533162639","https://openalex.org/W2005932975","https://openalex.org/W2016622085","https://openalex.org/W2085132317","https://openalex.org/W2104422597","https://openalex.org/W2106155030","https://openalex.org/W2148143831","https://openalex.org/W2154404668","https://openalex.org/W2289727443","https://openalex.org/W2582617788","https://openalex.org/W2761969486","https://openalex.org/W2895926103","https://openalex.org/W2901783068","https://openalex.org/W3014164192","https://openalex.org/W3201379879","https://openalex.org/W6775593497"],"related_works":["https://openalex.org/W2144299087","https://openalex.org/W2557931800","https://openalex.org/W2116047071","https://openalex.org/W1993531705","https://openalex.org/W54977395","https://openalex.org/W3197491245","https://openalex.org/W1966034269","https://openalex.org/W2000845075","https://openalex.org/W1766776469","https://openalex.org/W1990413141"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,7,37],"remains":[2],"the":[3,10,23,28,32,64,81,96,105,142,158,172,177,180,187],"leading":[4],"cause":[5,13],"of":[6,14,30,35,44,67,74,83,95,107,179,182,189],"deaths":[8],"and":[9,76,88,122,133,152,165],"second":[11],"highest":[12,159],"death,":[15],"in":[16,47],"general,":[17],"among":[18],"women":[19],"worldwide.":[20],"Fortunately,":[21],"over":[22],"last":[24],"few":[25],"decades,":[26],"with":[27,63,117,162],"introduction":[29],"mammography,":[31],"mortality":[33],"rate":[34],"breast":[36,45,68,190],"has":[38],"significantly":[39],"decreased.":[40],"However,":[41],"accurate":[42,65],"classification":[43,66,73,160,188],"masses":[46,191],"mammograms":[48,87,185],"is":[49,91],"especially":[50],"challenging.":[51],"Various":[52],"Computer-Aided":[53],"Diagnosis":[54],"(CAD)":[55],"systems":[56],"are":[57],"being":[58],"developed":[59],"to":[60,140,171],"assist":[61],"radiologists":[62],"abnormalities.":[69],"In":[70,110],"this":[71,108],"study,":[72],"benign":[75,193],"malignant":[77,125],"masses,":[78],"based":[79],"on":[80,100],"subtraction":[82,181],"temporally":[84,183],"sequential":[85],"digital":[86],"machine":[89],"learning,":[90],"proposed.":[92],"The":[93],"performance":[94,161],"algorithm":[97],"was":[98],"evaluated":[99],"a":[101],"dataset":[102],"created":[103],"for":[104,186],"purposes":[106],"study.":[109],"total,":[111],"196":[112],"images":[113],"from":[114],"49":[115],"patients,":[116],"precisely":[118],"annotated":[119],"mass":[120],"locations":[121],"biopsy":[123],"confirmed":[124],"cases,":[126],"were":[127,131,138,148],"included.":[128],"Ninety-six":[129],"features":[130],"extracted":[132],"five":[134],"feature":[135],"selection":[136],"algorithms":[137],"employed":[139],"identify":[141],"most":[143],"important":[144],"features.":[145],"Ten":[146],"classifiers":[147],"tested":[149],"using":[150],"leave-one-patient-out":[151],"7-fold":[153],"cross-validation.":[154],"Neural":[155],"Networks,":[156],"achieved":[157],"90.85%":[163],"accuracy":[164],"0.91":[166],"AUC,":[167],"an":[168],"improvement":[169],"compared":[170],"state-of-the-art.":[173],"These":[174],"results":[175],"demonstrate":[176],"effectiveness":[178],"consecutive":[184],"as":[192],"or":[194],"malignant.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
