{"id":"https://openalex.org/W2097841454","doi":"https://doi.org/10.1007/978-3-319-09891-3_13","title":"Utilizing Data Mining for Predictive Modeling of Colorectal Cancer Using Electronic Medical Records","display_name":"Utilizing Data Mining for Predictive Modeling of Colorectal Cancer Using Electronic Medical Records","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2097841454","doi":"https://doi.org/10.1007/978-3-319-09891-3_13","mag":"2097841454"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-09891-3_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-09891-3_13","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/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":true,"raw_author_name":"Mark Hoogendoorn","raw_affiliation_strings":["Department of Computer Science, VU University Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands","VU University Amsterdam"],"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"]},{"raw_affiliation_string":"VU University Amsterdam","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/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"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/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, 3584 CX, Utrecht, The Netherlands","Utrecht University, Medical Center"],"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology and Hepatology, Utrecht University Medical Center, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353","https://openalex.org/I223822909","https://openalex.org/I2802164966"]},{"raw_affiliation_string":"Utrecht University, Medical Center","institution_ids":["https://openalex.org/I193662353"]}]},{"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/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/I2800006345","display_name":"Leiden University Medical Center","ror":"https://ror.org/05xvt9f17","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800006345"]},{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"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","Julius Center for Health Sciences and Primary Care, Utrecht University Medical Center, Utrecht, The Netherlands","Leiden University Medical Center","Utrecht University Medical Center"],"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"]},{"raw_affiliation_string":"Julius Center for Health Sciences and Primary Care, Utrecht University Medical Center, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I3018483916","https://openalex.org/I193662353"]},{"raw_affiliation_string":"Leiden University Medical Center","institution_ids":["https://openalex.org/I2800006345"]},{"raw_affiliation_string":"Utrecht University Medical Center","institution_ids":["https://openalex.org/I3018483916","https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040841362","display_name":"Robert-Jan Sips","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert-Jan Sips","raw_affiliation_strings":["IBM Netherlands, Center for Advanced Studies, Johan Huizingalaan 765, 1066 VH, Amsterdam, The Netherlands","IBM Netherlands, Center for Advanced Studies"],"affiliations":[{"raw_affiliation_string":"IBM Netherlands, Center for Advanced Studies, Johan Huizingalaan 765, 1066 VH, Amsterdam, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"IBM Netherlands, Center for Advanced Studies","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044217809"],"corresponding_institution_ids":["https://openalex.org/I865915315"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.5799,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84172202,"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":"132","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9847000241279602,"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":0.984000027179718,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/chaid","display_name":"CHAID","score":0.7134389877319336},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6366163492202759},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6152786016464233},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.5466022491455078},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.5240254998207092},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.517062246799469},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4611317217350006},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.4562091529369354},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4527395963668823},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4313706159591675},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.359050452709198},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32032299041748047},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.31254374980926514},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30796197056770325},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.27881544828414917},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1918700635433197},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.0801277756690979}],"concepts":[{"id":"https://openalex.org/C16023879","wikidata":"https://www.wikidata.org/wiki/Q1023599","display_name":"CHAID","level":3,"score":0.7134389877319336},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6366163492202759},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6152786016464233},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.5466022491455078},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.5240254998207092},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.517062246799469},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4611317217350006},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.4562091529369354},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4527395963668823},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4313706159591675},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.359050452709198},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32032299041748047},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.31254374980926514},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30796197056770325},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.27881544828414917},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1918700635433197},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0801277756690979},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-319-09891-3_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-09891-3_13","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/1d5e3f95-d0c0-4282-87d2-8d2a8d6a683e","is_oa":false,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/1d5e3f95-d0c0-4282-87d2-8d2a8d6a683e","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":"Hoogendoorn, M, Moons, L G, Numans, M E & Sips, R J 2014, 'Utilizing Data Mining for Predictive Modeling of Colorectal Cancer using Electronic Medical Records', LECTURE NOTES IN COMPUTER SCIENCE, vol. 8609, pp. 132-141. https://doi.org/10.1007/978-3-319-09891-3_13","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/9476f117-6546-4a4b-86a9-33860a178cd8","is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/9476f117-6546-4a4b-86a9-33860a178cd8","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":"Hoogendoorn, M, Moons, L G, Numans, M E & Sips, R J 2014, 'Utilizing Data Mining for Predictive Modeling of Colorectal Cancer using Electronic Medical Records', Lecture Notes in Computer Science, vol. 8609, pp. 132-141. https://doi.org/10.1007/978-3-319-09891-3_13","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:research.vu.nl:publications/9476f117-6546-4a4b-86a9-33860a178cd8","is_oa":false,"landing_page_url":"https://hdl.handle.net/1871.1/9476f117-6546-4a4b-86a9-33860a178cd8","pdf_url":null,"source":{"id":"https://openalex.org/S4306400546","display_name":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hoogendoorn, M, Moons, L G, Numans, M E & Sips, R J 2014, 'Utilizing Data Mining for Predictive Modeling of Colorectal Cancer using Electronic Medical Records', Lecture Notes in Computer Science, vol. 8609, pp. 132-141. https://doi.org/10.1007/978-3-319-09891-3_13","raw_type":"article"},{"id":"pmh:vumc:oai:pure.atira.dk:publications/f9e60f94-dd23-47b1-9e1a-ddeb17fb2e4e","is_oa":false,"landing_page_url":"https://research.vumc.nl/en/publications/f9e60f94-dd23-47b1-9e1a-ddeb17fb2e4e","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":"Lecture Notes in Computer Science, 8609, 132 - 141. Springer Verlag","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6000000238418579,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W129383413","https://openalex.org/W387465874","https://openalex.org/W1551055549","https://openalex.org/W1991996972","https://openalex.org/W1998491255","https://openalex.org/W2026707626","https://openalex.org/W2029584139","https://openalex.org/W2038592354","https://openalex.org/W2080344756","https://openalex.org/W2142643603","https://openalex.org/W2153476503","https://openalex.org/W2157043395","https://openalex.org/W2157825442","https://openalex.org/W2166488058","https://openalex.org/W2488531982","https://openalex.org/W2912934387","https://openalex.org/W4243675800"],"related_works":["https://openalex.org/W2805819089","https://openalex.org/W2946584749","https://openalex.org/W2184761369","https://openalex.org/W2160449164","https://openalex.org/W2047192313","https://openalex.org/W4252303330","https://openalex.org/W4311001920","https://openalex.org/W3091241534","https://openalex.org/W2096829105","https://openalex.org/W2762153450"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
