{"id":"https://openalex.org/W2990055299","doi":"https://doi.org/10.1007/978-3-319-19551-3_16","title":"On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer","display_name":"On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2990055299","doi":"https://doi.org/10.1007/978-3-319-19551-3_16","mag":"2990055299"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-19551-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-19551-3_16","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/A5016564847","display_name":"Reinier Kop","orcid":null},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Reinier Kop","raw_affiliation_strings":["Department of Computer Science, VU University Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, VU University Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044217809","display_name":"Mark Hoogendoorn","orcid":"https://orcid.org/0000-0003-3356-3574"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mark Hoogendoorn","raw_affiliation_strings":["Department of Computer Science, VU University Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, VU University Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024013894","display_name":"Leon M.G. Moons","orcid":"https://orcid.org/0000-0002-6913-9954"},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"funder","lineage":["https://openalex.org/I3018483916"]},{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE","NL"],"is_corresponding":false,"raw_author_name":"Leon M. G. Moons","raw_affiliation_strings":["Department of Gastroenterology and Hepatology, Utrecht University Medical Center, Heidelberglaan 100, 3584CX, Utrecht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology and Hepatology, Utrecht University Medical Center, Heidelberglaan 100, 3584CX, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353","https://openalex.org/I3018483916","https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074584472","display_name":"Mattijs E. Numans","orcid":"https://orcid.org/0000-0002-0368-5426"},"institutions":[{"id":"https://openalex.org/I2800006345","display_name":"Leiden University Medical Center","ror":"https://ror.org/05xvt9f17","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800006345"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mattijs E. Numans","raw_affiliation_strings":["Department of Public Health and Primary Care, Leiden University Medical Center, Hippocratespad 21, 2333 ZD, Leiden, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health and Primary Care, Leiden University Medical Center, Hippocratespad 21, 2333 ZD, Leiden, The Netherlands","institution_ids":["https://openalex.org/I2800006345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000424011","display_name":"Annette ten Teije","orcid":"https://orcid.org/0000-0002-9771-8822"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Annette ten Teije","raw_affiliation_strings":["Department of Computer Science, VU University Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, VU University Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016564847"],"corresponding_institution_ids":["https://openalex.org/I865915315"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0467,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88362328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9944999814033508,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9944999814033508,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7766309976577759},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6063591241836548},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5002837181091309},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47011199593544006},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.42513880133628845},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4106708765029907},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34520766139030457},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.30833524465560913},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11512225866317749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7766309976577759},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6063591241836548},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5002837181091309},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47011199593544006},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.42513880133628845},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4106708765029907},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34520766139030457},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.30833524465560913},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11512225866317749},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-319-19551-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-19551-3_16","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"},{"id":"pmh:oai:pure.amsterdamumc.nl:openaire_cris_publications/ea13a4d7-bbf1-40cc-8336-6f5aadeda931","is_oa":false,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/ea13a4d7-bbf1-40cc-8336-6f5aadeda931","pdf_url":null,"source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kop, R, Hoogendoorn, M, Moons, L N G, Numans, M E & ten Teije, A C M 2015, 'On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer', LECTURE NOTES IN COMPUTER SCIENCE, vol. 9105, pp. 133-142.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/82efd89b-c033-4a08-9a85-9e4d781633ff","is_oa":false,"landing_page_url":"https://research.vumc.nl/en/publications/82efd89b-c033-4a08-9a85-9e4d781633ff","pdf_url":null,"source":{"id":"https://openalex.org/S7407055350","display_name":"Amsterdam UMC (VU Amsterdam) - Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kop, R, Hoogendoorn, M, Moons, L N G, Numans, M E & ten Teije, A C M 2015, 'On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer', Lecture Notes in Computer Science, vol. 9105, pp. 133-142.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/2bbb756c-c8d5-49ae-9cf1-e78dc13ed97a","is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/2bbb756c-c8d5-49ae-9cf1-e78dc13ed97a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kop, R, Hoogendoorn, M, Moons, L N G, Numans, M E & ten Teije, A C M 2015, 'On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer', Lecture Notes in Computer Science, vol. 9105, pp. 133-142. https://doi.org/10.1007/978-3-319-19551-3_16","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:umcu:oai:dspace.library.uu.nl:1874/333875","is_oa":false,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/333875","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artificial Intelligence in Medicine, 9105, 133. Springer-Verlag","raw_type":"info:eu-repo/semantics/bookpart"},{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/333875","is_oa":false,"landing_page_url":"http://dspace.library.uu.nl/handle/1874/333875","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artificial Intelligence in Medicine, 9105, 133. Springer-Verlag","raw_type":"info:eu-repo/semantics/bookpart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W33911032","https://openalex.org/W387465874","https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1530699444","https://openalex.org/W1994065952","https://openalex.org/W1998491255","https://openalex.org/W2026707626","https://openalex.org/W2080344756","https://openalex.org/W2086019232","https://openalex.org/W2097841454","https://openalex.org/W2106618845","https://openalex.org/W2142643603","https://openalex.org/W2156437030","https://openalex.org/W2157825442","https://openalex.org/W2167032822","https://openalex.org/W2473026953","https://openalex.org/W2911964244","https://openalex.org/W3085162807","https://openalex.org/W4243675800","https://openalex.org/W6628750762","https://openalex.org/W6630226126"],"related_works":["https://openalex.org/W3208954537","https://openalex.org/W4379875305","https://openalex.org/W4292297483","https://openalex.org/W3167485325","https://openalex.org/W3083800969","https://openalex.org/W4295528350","https://openalex.org/W4376054933","https://openalex.org/W3157307328","https://openalex.org/W3099810412","https://openalex.org/W3132847290"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
