{"id":"https://openalex.org/W4318822329","doi":"https://doi.org/10.1007/978-3-031-24801-6_11","title":"ML-Based Radiomics Analysis for\u00a0Breast Cancer Classification in\u00a0DCE-MRI","display_name":"ML-Based Radiomics Analysis for\u00a0Breast Cancer Classification in\u00a0DCE-MRI","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4318822329","doi":"https://doi.org/10.1007/978-3-031-24801-6_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-24801-6_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24801-6_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5074878608","display_name":"Francesco Prinzi","orcid":"https://orcid.org/0000-0002-8152-3297"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesco Prinzi","raw_affiliation_strings":["Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8152-3297","affiliations":[{"raw_affiliation_string":"Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051301103","display_name":"Alessia Angela Maria Orlando","orcid":"https://orcid.org/0000-0001-9048-1730"},"institutions":[{"id":"https://openalex.org/I4210147076","display_name":"Azienda Ospedaliera Universitaria Policlinico \"Paolo Giaccone\" di Palermo","ror":"https://ror.org/05p21z194","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210147076"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessia Orlando","raw_affiliation_strings":["Section of Radiology - Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University Hospital \u201cPaolo Giaccone\u201d, Palermo, Italy","Section of Radiology - Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University Hospital \"Paolo Giaccone\", Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9048-1730","affiliations":[{"raw_affiliation_string":"Section of Radiology - Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University Hospital \u201cPaolo Giaccone\u201d, Palermo, Italy","institution_ids":["https://openalex.org/I4210147076"]},{"raw_affiliation_string":"Section of Radiology - Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University Hospital \"Paolo Giaccone\", Palermo, Italy","institution_ids":["https://openalex.org/I4210147076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046377602","display_name":"Salvatore Gaglio","orcid":"https://orcid.org/0000-0002-5480-2100"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Gaglio","raw_affiliation_strings":["Department of Engineering, University of Palermo, Palermo, Italy","ICAR-CNR, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5480-2100","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]},{"raw_affiliation_string":"ICAR-CNR, Palermo, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101881890","display_name":"Massimo Midiri","orcid":"https://orcid.org/0000-0003-1824-7549"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Midiri","raw_affiliation_strings":["Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1824-7549","affiliations":[{"raw_affiliation_string":"Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016477001","display_name":"Salvatore Vitabile","orcid":"https://orcid.org/0000-0002-2673-8551"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Vitabile","raw_affiliation_strings":["Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2673-8551","affiliations":[{"raw_affiliation_string":"Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074878608"],"corresponding_institution_ids":["https://openalex.org/I900890020"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.622413158416748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5909389853477478},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5591120719909668},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5061761736869812},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49448418617248535},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4655732810497284},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4415558874607086},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.42050617933273315},{"id":"https://openalex.org/keywords/breast-mri","display_name":"Breast MRI","score":0.4148261547088623},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37315768003463745},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22444948554039001},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.21323168277740479},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.16552788019180298}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.622413158416748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5909389853477478},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5591120719909668},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5061761736869812},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49448418617248535},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4655732810497284},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4415558874607086},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.42050617933273315},{"id":"https://openalex.org/C2777111374","wikidata":"https://www.wikidata.org/wiki/Q4959770","display_name":"Breast MRI","level":5,"score":0.4148261547088623},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37315768003463745},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22444948554039001},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.21323168277740479},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.16552788019180298},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-24801-6_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24801-6_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:iris.unipa.it:10447/591695","is_oa":false,"landing_page_url":"https://hdl.handle.net/10447/591695","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2107665951","https://openalex.org/W2174661749","https://openalex.org/W2592929672","https://openalex.org/W2765868079","https://openalex.org/W2767128594","https://openalex.org/W2799462250","https://openalex.org/W2927696803","https://openalex.org/W2950086191","https://openalex.org/W2985003253","https://openalex.org/W2998789541","https://openalex.org/W3006372133","https://openalex.org/W3022680805","https://openalex.org/W3041654208","https://openalex.org/W3093758045","https://openalex.org/W3095595608","https://openalex.org/W3128646645","https://openalex.org/W3199011255","https://openalex.org/W3202374274"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W2496284264","https://openalex.org/W4205100762","https://openalex.org/W2734724112","https://openalex.org/W4200112873","https://openalex.org/W3127798246","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W3135818052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}