{"id":"https://openalex.org/W2492863677","doi":"https://doi.org/10.1007/978-3-319-41546-8_7","title":"A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography","display_name":"A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2492863677","doi":"https://doi.org/10.1007/978-3-319-41546-8_7","mag":"2492863677"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-41546-8_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-41546-8_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","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/A5057937692","display_name":"Thijs Kooi","orcid":"https://orcid.org/0000-0001-5565-5029"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Thijs Kooi","raw_affiliation_strings":["Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085913405","display_name":"Albert Gubern\u2010M\u00e9rida","orcid":"https://orcid.org/0000-0003-1648-986X"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Albert Gubern-Merida","raw_affiliation_strings":["Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090335151","display_name":"Jan\u2010Jurre Mordang","orcid":"https://orcid.org/0000-0001-7605-6404"},"institutions":[{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]},{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jan-Jurre Mordang","raw_affiliation_strings":["Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073381909","display_name":"Ritse M. Mann","orcid":"https://orcid.org/0000-0001-8111-1930"},"institutions":[{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]},{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ritse Mann","raw_affiliation_strings":["Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027472238","display_name":"Ruud M. Pijnappel","orcid":"https://orcid.org/0000-0002-6912-9414"},"institutions":[{"id":"https://openalex.org/I4210113394","display_name":"Dutch Expert Centre for Screening","ror":"https://ror.org/02braec51","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210113394"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ruud Pijnappel","raw_affiliation_strings":["Dutch Reference Centre for Screening, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Dutch Reference Centre for Screening, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I4210113394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018482955","display_name":"Klaas H. Schuur","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113394","display_name":"Dutch Expert Centre for Screening","ror":"https://ror.org/02braec51","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210113394"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Klaas Schuur","raw_affiliation_strings":["Dutch Reference Centre for Screening, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Dutch Reference Centre for Screening, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I4210113394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033914440","display_name":"Ard den Heeten","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ard den Heeten","raw_affiliation_strings":["Department of Radiology, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085370896","display_name":"Nico Karssemeijer","orcid":"https://orcid.org/0000-0002-4153-8021"},"institutions":[{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]},{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nico Karssemeijer","raw_affiliation_strings":["Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5057937692"],"corresponding_institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.7566,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.97082118,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"56"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9951000213623047,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9789000153541565,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8613930940628052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7486334443092346},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.7161117792129517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6323930025100708},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5346786975860596},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4885185956954956},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4579533338546753},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3448031544685364},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2917393743991852},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.08989500999450684},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08309215307235718},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.0829017162322998}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8613930940628052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7486334443092346},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.7161117792129517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6323930025100708},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5346786975860596},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4885185956954956},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4579533338546753},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3448031544685364},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2917393743991852},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.08989500999450684},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08309215307235718},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0829017162322998}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-41546-8_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-41546-8_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1989546282","https://openalex.org/W2095705004","https://openalex.org/W2095972041","https://openalex.org/W2145339207","https://openalex.org/W2159318977","https://openalex.org/W2163605009","https://openalex.org/W2249612659","https://openalex.org/W2257979135","https://openalex.org/W2911964244","https://openalex.org/W2919115771"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W2025749204","https://openalex.org/W2012889557"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}