{"id":"https://openalex.org/W2933431721","doi":"https://doi.org/10.1007/978-3-030-16187-3_54","title":"Application of Data Mining for the Prediction of Prophylactic Measures in Patients at Risk of Deep Vein Thrombosis","display_name":"Application of Data Mining for the Prediction of Prophylactic Measures in Patients at Risk of Deep Vein Thrombosis","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2933431721","doi":"https://doi.org/10.1007/978-3-030-16187-3_54","mag":"2933431721"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-16187-3_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16187-3_54","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5102712897","display_name":"Manuela Cruz","orcid":"https://orcid.org/0000-0002-9583-1565"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Manuela Cruz","raw_affiliation_strings":["Department of Informatics, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103123681","display_name":"Marisa Esteves","orcid":"https://orcid.org/0000-0001-9710-847X"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Marisa Esteves","raw_affiliation_strings":["Algoritmi Research Center, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algoritmi Research Center, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061329546","display_name":"Hugo Peixoto","orcid":"https://orcid.org/0000-0003-3957-2121"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hugo Peixoto","raw_affiliation_strings":["Algoritmi Research Center, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algoritmi Research Center, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038026427","display_name":"Ant\u00f3nio Abelha","orcid":"https://orcid.org/0000-0001-6457-0756"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ant\u00f3nio Abelha","raw_affiliation_strings":["Algoritmi Research Center, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algoritmi Research Center, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011826531","display_name":"Jos\u00e9 Machado","orcid":"https://orcid.org/0000-0003-4121-6169"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Machado","raw_affiliation_strings":["Algoritmi Research Center, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algoritmi Research Center, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103123681"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":2.036,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93333333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"557","last_page":"567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10285","display_name":"Venous Thromboembolism Diagnosis and Management","score":0.9404000043869019,"subfield":{"id":"https://openalex.org/subfields/2724","display_name":"Internal Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10285","display_name":"Venous Thromboembolism Diagnosis and Management","score":0.9404000043869019,"subfield":{"id":"https://openalex.org/subfields/2724","display_name":"Internal Medicine"},"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/deep-vein","display_name":"Deep vein","score":0.6159359812736511},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5219668745994568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.508986234664917},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5027282238006592},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.47108232975006104},{"id":"https://openalex.org/keywords/health-professionals","display_name":"Health professionals","score":0.4335230588912964},{"id":"https://openalex.org/keywords/thrombosis","display_name":"Thrombosis","score":0.41712239384651184},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4109111726284027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.384278804063797},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37065842747688293},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.32247304916381836},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2946573495864868},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1437138319015503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13257887959480286}],"concepts":[{"id":"https://openalex.org/C2778959117","wikidata":"https://www.wikidata.org/wiki/Q430892","display_name":"Deep vein","level":3,"score":0.6159359812736511},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5219668745994568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.508986234664917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5027282238006592},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.47108232975006104},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.4335230588912964},{"id":"https://openalex.org/C2780868729","wikidata":"https://www.wikidata.org/wiki/Q261327","display_name":"Thrombosis","level":2,"score":0.41712239384651184},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4109111726284027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.384278804063797},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37065842747688293},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32247304916381836},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2946573495864868},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1437138319015503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13257887959480286},{"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},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-16187-3_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16187-3_54","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/65904","is_oa":false,"landing_page_url":"http://hdl.handle.net/1822/65904","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"pmh:oai:repositorium.uminho.pt:1822/65904","is_oa":false,"landing_page_url":"https://hdl.handle.net/1822/65904","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2023640809","https://openalex.org/W2076184166","https://openalex.org/W2100072014","https://openalex.org/W2185995628","https://openalex.org/W2277317151","https://openalex.org/W2300288816","https://openalex.org/W2754802194","https://openalex.org/W2810001780","https://openalex.org/W2890053900","https://openalex.org/W2969579976"],"related_works":["https://openalex.org/W2083469408","https://openalex.org/W2076023803","https://openalex.org/W4388598541","https://openalex.org/W4299691090","https://openalex.org/W1998982063","https://openalex.org/W2001030107","https://openalex.org/W2416657662","https://openalex.org/W2034648015","https://openalex.org/W3149604253","https://openalex.org/W2938840962"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}