{"id":"https://openalex.org/W3048936492","doi":"https://doi.org/10.1007/978-3-030-49336-3_18","title":"A Novel CAD System for Breast DCE-MRI Based on Textural Analysis Using Several Machine Learning Methods","display_name":"A Novel CAD System for Breast DCE-MRI Based on Textural Analysis Using Several Machine Learning Methods","publication_year":2020,"publication_date":"2020-08-12","ids":{"openalex":"https://openalex.org/W3048936492","doi":"https://doi.org/10.1007/978-3-030-49336-3_18","mag":"3048936492"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-49336-3_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49336-3_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5059604025","display_name":"Raouia Mokni","orcid":"https://orcid.org/0000-0002-6652-5251"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]},{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["SA","TN"],"is_corresponding":true,"raw_author_name":"Raouia Mokni","raw_affiliation_strings":["College of Computer Engineering and Science, Prince Sattam Bin Abdulaziz University, Kharj, Saudi Arabia","Digital Research Center of Sfax, 3021, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"College of Computer Engineering and Science, Prince Sattam Bin Abdulaziz University, Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]},{"raw_affiliation_string":"Digital Research Center of Sfax, 3021, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210119561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057860559","display_name":"Norhene Gargouri Ben Ayed","orcid":"https://orcid.org/0000-0003-1613-2115"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Norhene Gargouri","raw_affiliation_strings":["Computers Imaging and Electronics Systems (CIELS), Sfax Engineering School, University of Sfax, 3038, Sfax, Tunisia","Digital Research Center of Sfax, 3021, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Computers Imaging and Electronics Systems (CIELS), Sfax Engineering School, University of Sfax, 3038, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Digital Research Center of Sfax, 3021, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210119561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018582850","display_name":"Alima Damak","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Alima Damak","raw_affiliation_strings":["Computers Imaging and Electronics Systems (CIELS), Sfax Engineering School, University of Sfax, 3038, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Computers Imaging and Electronics Systems (CIELS), Sfax Engineering School, University of Sfax, 3038, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008162054","display_name":"Dorra Sellami","orcid":"https://orcid.org/0000-0002-7235-6984"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Dorra Sellami","raw_affiliation_strings":["Computers Imaging and Electronics Systems (CIELS), Sfax Engineering School, University of Sfax, 3038, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Computers Imaging and Electronics Systems (CIELS), Sfax Engineering School, University of Sfax, 3038, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013835333","display_name":"W. Feki","orcid":"https://orcid.org/0000-0002-8075-9759"},"institutions":[{"id":"https://openalex.org/I4210110673","display_name":"Hopital Universitaire Hedi Chaker","ror":"https://ror.org/01vqqz948","country_code":"TN","type":"healthcare","lineage":["https://openalex.org/I4210110673"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Wiem Feki","raw_affiliation_strings":["Hedi Chaker University Hospital, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Hedi Chaker University Hospital, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210110673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108551695","display_name":"Z. Mnif","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110673","display_name":"Hopital Universitaire Hedi Chaker","ror":"https://ror.org/01vqqz948","country_code":"TN","type":"healthcare","lineage":["https://openalex.org/I4210110673"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Zaineb Mnif","raw_affiliation_strings":["Hedi Chaker University Hospital, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Hedi Chaker University Hospital, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210110673"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059604025"],"corresponding_institution_ids":["https://openalex.org/I142608572","https://openalex.org/I4210119561"],"apc_list":null,"apc_paid":null,"fwci":0.55,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68346112,"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":"176","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9902999997138977,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7585285902023315},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7275081872940063},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7059303522109985},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6120957136154175},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5792107582092285},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5588575005531311},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5129906535148621},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5044053792953491},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.49239790439605713},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4859508275985718},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47435200214385986},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45957469940185547},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.4520353078842163},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.45078128576278687},{"id":"https://openalex.org/keywords/breast-mri","display_name":"Breast MRI","score":0.4263423681259155},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.411274790763855},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.16193121671676636},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.1365249752998352}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7585285902023315},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7275081872940063},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7059303522109985},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6120957136154175},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5792107582092285},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5588575005531311},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5129906535148621},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5044053792953491},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.49239790439605713},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4859508275985718},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47435200214385986},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45957469940185547},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.4520353078842163},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.45078128576278687},{"id":"https://openalex.org/C2777111374","wikidata":"https://www.wikidata.org/wiki/Q4959770","display_name":"Breast MRI","level":5,"score":0.4263423681259155},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.411274790763855},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.16193121671676636},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.1365249752998352},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-49336-3_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49336-3_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1660467310","https://openalex.org/W1899510599","https://openalex.org/W1927185672","https://openalex.org/W1964634957","https://openalex.org/W1966902736","https://openalex.org/W1999742608","https://openalex.org/W2016648380","https://openalex.org/W2024049367","https://openalex.org/W2039051707","https://openalex.org/W2059432853","https://openalex.org/W2061690543","https://openalex.org/W2067870011","https://openalex.org/W2117079761","https://openalex.org/W2134358185","https://openalex.org/W2156909104","https://openalex.org/W2163012212","https://openalex.org/W2167101736","https://openalex.org/W2186046500","https://openalex.org/W2529700497","https://openalex.org/W2737813497","https://openalex.org/W2788772714","https://openalex.org/W2793735761","https://openalex.org/W2797148637","https://openalex.org/W2802197595","https://openalex.org/W4301347335"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624","https://openalex.org/W4286643620"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}