{"id":"https://openalex.org/W2979770976","doi":"https://doi.org/10.1007/978-3-030-32226-7_79","title":"Learning from Longitudinal Mammography Studies","display_name":"Learning from Longitudinal Mammography Studies","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2979770976","doi":"https://doi.org/10.1007/978-3-030-32226-7_79","mag":"2979770976"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-32226-7_79","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32226-7_79","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/A5051893013","display_name":"Shaked Perek","orcid":null},"institutions":[{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]},{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Shaked Perek","raw_affiliation_strings":["IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","IBM Research, Haifa University, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297","https://openalex.org/I91203450"]},{"raw_affiliation_string":"IBM Research, Haifa University, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037645768","display_name":"Lior Ness","orcid":null},"institutions":[{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]},{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Lior Ness","raw_affiliation_strings":["IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","IBM Research, Haifa University, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297","https://openalex.org/I91203450"]},{"raw_affiliation_string":"IBM Research, Haifa University, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028302347","display_name":"Mika Amit","orcid":"https://orcid.org/0000-0001-5178-7817"},"institutions":[{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]},{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Mika Amit","raw_affiliation_strings":["IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","IBM Research, Haifa University, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297","https://openalex.org/I91203450"]},{"raw_affiliation_string":"IBM Research, Haifa University, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087885322","display_name":"Ella Barkan","orcid":"https://orcid.org/0000-0001-6521-3873"},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]},{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ella Barkan","raw_affiliation_strings":["IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","IBM Research, Haifa University, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297","https://openalex.org/I91203450"]},{"raw_affiliation_string":"IBM Research, Haifa University, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084959917","display_name":"Guy Amit","orcid":"https://orcid.org/0000-0002-5987-4402"},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]},{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Guy Amit","raw_affiliation_strings":["IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","IBM Research, Haifa University, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"IBM Research, Haifa University, Mount Carmel, 31905, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297","https://openalex.org/I91203450"]},{"raw_affiliation_string":"IBM Research, Haifa University, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051893013"],"corresponding_institution_ids":["https://openalex.org/I4210167297","https://openalex.org/I91203450"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6538,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87255814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"712","last_page":"720"},"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":0.9994999766349792,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.8178982734680176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7969543933868408},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6894097924232483},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6539791822433472},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6067007780075073},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5159988403320312},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4951263964176178},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4754200577735901},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.45206698775291443},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44952455163002014},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44604387879371643},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4438527822494507},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4101662039756775},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.18568530678749084},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09459814429283142},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.07655408978462219}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8178982734680176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7969543933868408},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6894097924232483},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6539791822433472},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6067007780075073},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5159988403320312},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4951263964176178},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4754200577735901},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.45206698775291443},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44952455163002014},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44604387879371643},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4438527822494507},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4101662039756775},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.18568530678749084},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09459814429283142},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.07655408978462219},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-32226-7_79","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32226-7_79","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1938908299","https://openalex.org/W2037051172","https://openalex.org/W2064675550","https://openalex.org/W2084413241","https://openalex.org/W2274287116","https://openalex.org/W2438719507","https://openalex.org/W2462140855","https://openalex.org/W2560617851","https://openalex.org/W2596315790","https://openalex.org/W2604665028","https://openalex.org/W2605343010","https://openalex.org/W2761969486","https://openalex.org/W2883681297","https://openalex.org/W2892271966","https://openalex.org/W2899593323","https://openalex.org/W2908709606","https://openalex.org/W2923106228","https://openalex.org/W2964189045","https://openalex.org/W2964350391","https://openalex.org/W3102476541","https://openalex.org/W3106026186"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W2766514146","https://openalex.org/W2885516856","https://openalex.org/W4289703016","https://openalex.org/W3094138326","https://openalex.org/W4310224730"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}