{"id":"https://openalex.org/W1602082506","doi":"https://doi.org/10.1007/11783237_12","title":"Addressing Image Variability While Learning Classifiers for Detecting Clusters of Micro-calcifications","display_name":"Addressing Image Variability While Learning Classifiers for Detecting Clusters of Micro-calcifications","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1602082506","doi":"https://doi.org/10.1007/11783237_12","mag":"1602082506"},"language":"en","primary_location":{"id":"doi:10.1007/11783237_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11783237_12","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/A5111408590","display_name":"Glenn Fung","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Glenn Fung","raw_affiliation_strings":["Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern, USA","Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern, USA","institution_ids":[]},{"raw_affiliation_string":"Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033095484","display_name":"Balaji Krishnapuram","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Balaji Krishnapuram","raw_affiliation_strings":["Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern, USA","Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern, USA","institution_ids":[]},{"raw_affiliation_string":"Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023073069","display_name":"Nicolas Merlet","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I4210118656","display_name":"Siemens (Israel)","ror":"https://ror.org/0247c3d85","country_code":"IL","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210118656"]}],"countries":["DE","IL"],"is_corresponding":false,"raw_author_name":"Nicolas Merlet","raw_affiliation_strings":["Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel","Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel#TAB#"],"affiliations":[{"raw_affiliation_string":"Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel","institution_ids":["https://openalex.org/I4210118656"]},{"raw_affiliation_string":"Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053787850","display_name":"Eli Ratner","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I4210118656","display_name":"Siemens (Israel)","ror":"https://ror.org/0247c3d85","country_code":"IL","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210118656"]}],"countries":["DE","IL"],"is_corresponding":false,"raw_author_name":"Eli Ratner","raw_affiliation_strings":["Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel","Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel#TAB#"],"affiliations":[{"raw_affiliation_string":"Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel","institution_ids":["https://openalex.org/I4210118656"]},{"raw_affiliation_string":"Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015464514","display_name":"Peter Bamberger","orcid":"https://orcid.org/0000-0002-0344-8199"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]},{"id":"https://openalex.org/I4210118656","display_name":"Siemens (Israel)","ror":"https://ror.org/0247c3d85","country_code":"IL","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210118656"]}],"countries":["DE","IL"],"is_corresponding":false,"raw_author_name":"Philippe Bamberger","raw_affiliation_strings":["Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel","Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel#TAB#"],"affiliations":[{"raw_affiliation_string":"Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel","institution_ids":["https://openalex.org/I4210118656"]},{"raw_affiliation_string":"Beck building, Siemens Computer Aided Diagnosis, Jerusalem, Israel#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079367653","display_name":"Jonathan Stoeckel","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonathan Stoeckel","raw_affiliation_strings":["Siemens Information Systems Ltd, Bangalore, India","Siemens Information Systems Ltd, Bangalore, India#TAB#"],"affiliations":[{"raw_affiliation_string":"Siemens Information Systems Ltd, Bangalore, India","institution_ids":[]},{"raw_affiliation_string":"Siemens Information Systems Ltd, Bangalore, India#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003771549","display_name":"R. Bharat Rao","orcid":"https://orcid.org/0009-0004-7995-7338"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R. Bharat Rao","raw_affiliation_strings":["Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern, USA","Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern, USA","institution_ids":[]},{"raw_affiliation_string":"Computer Aided Diagnosis & Therapy group, Siemens Medical Solutions USA, Inc., Malvern#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5111408590"],"corresponding_institution_ids":["https://openalex.org/I1325886976"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.15619304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.978600025177002,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.978600025177002,"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/T10862","display_name":"AI in cancer detection","score":0.9728999733924866,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9704999923706055,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.840711236000061},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6870608329772949},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.6755332350730896},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6272976994514465},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5860190391540527},{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.5082468390464783},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5069766044616699},{"id":"https://openalex.org/keywords/skew","display_name":"Skew","score":0.49892282485961914},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.47064918279647827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44918474555015564},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.44684284925460815},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.42467108368873596},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4230857789516449},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4159405827522278},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09123820066452026}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.840711236000061},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6870608329772949},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6755332350730896},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6272976994514465},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5860190391540527},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.5082468390464783},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5069766044616699},{"id":"https://openalex.org/C43711488","wikidata":"https://www.wikidata.org/wiki/Q7534783","display_name":"Skew","level":2,"score":0.49892282485961914},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.47064918279647827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44918474555015564},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.44684284925460815},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.42467108368873596},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4230857789516449},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4159405827522278},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09123820066452026},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11783237_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11783237_12","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1648445109","https://openalex.org/W1963665962","https://openalex.org/W2064575768","https://openalex.org/W2123696692","https://openalex.org/W2155487617","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1534274833","https://openalex.org/W3117246195","https://openalex.org/W2081850291","https://openalex.org/W156620619","https://openalex.org/W2098233217","https://openalex.org/W2914363205","https://openalex.org/W1598221548","https://openalex.org/W4214835788","https://openalex.org/W4206552806","https://openalex.org/W2891652452"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
