{"id":"https://openalex.org/W2546585710","doi":"https://doi.org/10.1007/978-981-10-1627-1_29","title":"Automatic Detection of Suspicious Lesions in\u00a0Digital X-ray Mammograms","display_name":"Automatic Detection of Suspicious Lesions in\u00a0Digital X-ray Mammograms","publication_year":2016,"publication_date":"2016-11-03","ids":{"openalex":"https://openalex.org/W2546585710","doi":"https://doi.org/10.1007/978-981-10-1627-1_29","mag":"2546585710"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-10-1627-1_29","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-10-1627-1_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-981-10-1627-1_29","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028799365","display_name":"Abdelali Elmoufidi","orcid":"https://orcid.org/0000-0002-8574-9584"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Abdelali Elmoufidi","raw_affiliation_strings":["Faculty of Sciences, Department of Mathematics and Computer Sciences, Hassan II University of Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Department of Mathematics and Computer Sciences, Hassan II University of Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013421650","display_name":"Khalid El Fahssi","orcid":"https://orcid.org/0009-0005-9516-5880"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalid El Fahssi","raw_affiliation_strings":["Faculty of Sciences, Department of Mathematics and Computer Sciences, Hassan II University of Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Department of Mathematics and Computer Sciences, Hassan II University of Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016671438","display_name":"Said Jai Andaloussi","orcid":"https://orcid.org/0000-0002-6864-1141"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Said Jai-Andaloussi","raw_affiliation_strings":["Faculty of Sciences, Department of Mathematics and Computer Sciences, Hassan II University of Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Department of Mathematics and Computer Sciences, Hassan II University of Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084610671","display_name":"Abderrahim Sekkaki","orcid":"https://orcid.org/0000-0001-5466-4804"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abderrahim Sekkaki","raw_affiliation_strings":["Faculty of Sciences, Department of Mathematics and Computer Sciences, Hassan II University of Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Department of Mathematics and Computer Sciences, Hassan II University of Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028479581","display_name":"Gwenol\u00e9 Quellec","orcid":"https://orcid.org/0000-0003-1669-7140"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gwenole Quellec","raw_affiliation_strings":["Inserm, UMR 1101, 29200, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm, UMR 1101, 29200, Brest, France","institution_ids":["https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052923096","display_name":"Mathieu Lamard","orcid":"https://orcid.org/0000-0002-6309-6156"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Lamard","raw_affiliation_strings":["Inserm, UMR 1101, 29200, Brest, France","Univ Bretagne Occidentale, 29200, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm, UMR 1101, 29200, Brest, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Univ Bretagne Occidentale, 29200, Brest, France","institution_ids":["https://openalex.org/I161929037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016278870","display_name":"Guy Cazuguel","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guy Cazuguel","raw_affiliation_strings":["Inserm, UMR 1101, 29200, Brest, France","Institut Mines-Telecom, Telecom Bretagne, UEB, Dpt ITI, 29200, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm, UMR 1101, 29200, Brest, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Institut Mines-Telecom, Telecom Bretagne, UEB, Dpt ITI, 29200, Brest, France","institution_ids":["https://openalex.org/I205703379"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028799365"],"corresponding_institution_ids":["https://openalex.org/I99297268"],"apc_list":null,"apc_paid":null,"fwci":0.5824,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69174259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"375","last_page":"385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.995199978351593,"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/T11361","display_name":"Digital Radiography and Breast Imaging","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/mammography","display_name":"Mammography","score":0.8174893856048584},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.8154339790344238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6204740405082703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6160075068473816},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.6053026914596558},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.5938717126846313},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5695302486419678},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.5506375432014465},{"id":"https://openalex.org/keywords/second-opinion","display_name":"Second opinion","score":0.4826658070087433},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47581034898757935},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.4656793475151062},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.44389796257019043},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.428724080324173},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4222705662250519},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.26242703199386597},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25419753789901733},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12438005208969116},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.0996885597705841},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.0767526924610138},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07213425636291504},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05565828084945679}],"concepts":[{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.8174893856048584},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.8154339790344238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6204740405082703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6160075068473816},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.6053026914596558},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.5938717126846313},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5695302486419678},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.5506375432014465},{"id":"https://openalex.org/C2780674532","wikidata":"https://www.wikidata.org/wiki/Q3397626","display_name":"Second opinion","level":2,"score":0.4826658070087433},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47581034898757935},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.4656793475151062},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.44389796257019043},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.428724080324173},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4222705662250519},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.26242703199386597},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25419753789901733},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12438005208969116},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0996885597705841},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0767526924610138},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07213425636291504},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05565828084945679},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-10-1627-1_29","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-10-1627-1_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-981-10-1627-1_29","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-981-10-1627-1_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1593772302","https://openalex.org/W1605637633","https://openalex.org/W1993518750","https://openalex.org/W2009370455","https://openalex.org/W2011652426","https://openalex.org/W2021483074","https://openalex.org/W2040434704","https://openalex.org/W2050997943","https://openalex.org/W2096171208","https://openalex.org/W2096579040","https://openalex.org/W2120580182","https://openalex.org/W2129440600","https://openalex.org/W2130999406","https://openalex.org/W2135123541","https://openalex.org/W2137304315","https://openalex.org/W2137839901","https://openalex.org/W2145283065","https://openalex.org/W2151281402","https://openalex.org/W2151608510","https://openalex.org/W2164710647","https://openalex.org/W2182850704","https://openalex.org/W2514575318"],"related_works":["https://openalex.org/W2144299087","https://openalex.org/W2557931800","https://openalex.org/W2116047071","https://openalex.org/W54977395","https://openalex.org/W1993531705","https://openalex.org/W3197491245","https://openalex.org/W1966034269","https://openalex.org/W2000845075","https://openalex.org/W1766776469","https://openalex.org/W1990413141"],"abstract_inverted_index":{"Mammography":[0,93],"remains":[1],"the":[2,7,16,30,33,48,71,75,79,91],"most":[3],"effective":[4],"tool":[5],"for":[6,45,56],"early":[8,57],"detection":[9,80],"of":[10,18,36,54,59,81,83,121],"breast":[11,60],"cancer,":[12],"as":[13,15,25],"well":[14],"systems":[17],"computer-aided":[19],"detection/diagnosis":[20],"(CAD)":[21],"is":[22,39,70,78],"typically":[23],"used":[24,101],"a":[26,42],"second":[27,76],"opinion":[28],"by":[29],"radiologists.":[31],"So,":[32],"main":[34],"goal":[35],"our":[37,116],"method":[38,87],"to":[40,106],"introduce":[41],"new":[43],"approach":[44],"automatic":[46],"detecting":[47],"suspicious":[49],"lesions":[50],"in":[51],"mammograms":[52],"(regions":[53],"interest)":[55],"diagnosis":[58],"cancer.":[61],"This":[62],"study":[63],"has":[64,88,119],"two":[65],"phases:":[66],"The":[67,110],"first":[68],"one":[69,77],"preprocessing":[72],"step":[73],"and":[74,99],"Regions":[82],"Interest":[84],"(ROIs).":[85],"Our":[86],"tested":[89],"with":[90],"well-known":[92],"Image":[94],"Analysis":[95],"Society":[96],"(MIAS)":[97],"database":[98],"we\u2019ve":[100],"Free-Receiver":[102],"Operating":[103],"Characteristics":[104],"(FROC)":[105],"measure":[107],"methods":[108],"performance.":[109],"obtained":[111],"experimental":[112],"results":[113],"show":[114],"that":[115],"algorithm\u2019s":[117],"performance":[118],"sensitivity":[120],"94.75":[122],"%":[123],"at":[124],"0.54":[125],"false":[126],"positive":[127],"per":[128],"image.":[129]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}