{"id":"https://openalex.org/W2794714288","doi":"https://doi.org/10.1007/978-3-319-78759-6_14","title":"On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients","display_name":"On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2794714288","doi":"https://doi.org/10.1007/978-3-319-78759-6_14","mag":"2794714288"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-78759-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-78759-6_14","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/A5084198564","display_name":"Cristina Soguero-Ru\u00edz","orcid":"https://orcid.org/0000-0001-5817-989X"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Cristina Soguero-Ruiz","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5817-989X","affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085686519","display_name":"Ana Alberca D\u00edaz-Plaza","orcid":null},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana Alberca D\u00edaz-Plaza","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088291579","display_name":"Pablo de Miguel-Bohoyo","orcid":"https://orcid.org/0000-0001-5241-596X"},"institutions":[{"id":"https://openalex.org/I4210149026","display_name":"Hospital Universitario de Fuenlabrada","ror":"https://ror.org/04scbtr44","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210139293","https://openalex.org/I4210149026"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo de Miguel Bohoyo","raw_affiliation_strings":["University Hospital of Fuenlabrada, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5241-596X","affiliations":[{"raw_affiliation_string":"University Hospital of Fuenlabrada, Madrid, Spain","institution_ids":["https://openalex.org/I4210149026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101669185","display_name":"Javier Ramos","orcid":"https://orcid.org/0000-0003-0821-9181"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Ramos-L\u00f3pez","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008620772","display_name":"Manuel Rubio-S\u00e1nchez","orcid":"https://orcid.org/0000-0002-8692-2553"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Rubio-S\u00e1nchez","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003817684","display_name":"Alberto S\u00e1nchez","orcid":"https://orcid.org/0000-0002-5382-6805"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto S\u00e1nchez","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091890497","display_name":"Inmaculada Mora-Jim\u00e9nez","orcid":null},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Inmaculada Mora-Jim\u00e9nez","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0735-367X","affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5084198564"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.7906,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.95498676,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.958899974822998,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.958899974822998,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9265999794006348,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diagnosis-code","display_name":"Diagnosis code","score":0.6332716345787048},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6050032377243042},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5711684823036194},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5603071451187134},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5560938119888306},{"id":"https://openalex.org/keywords/chronic-disease","display_name":"Chronic disease","score":0.49672824144363403},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4821900427341461},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.4652325510978699},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4538520574569702},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.44027864933013916},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.35152605175971985},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30587345361709595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25711458921432495},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.21797117590904236},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.20266315340995789},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.12610644102096558},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11259704828262329},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.09253370761871338}],"concepts":[{"id":"https://openalex.org/C45827449","wikidata":"https://www.wikidata.org/wiki/Q5270338","display_name":"Diagnosis code","level":3,"score":0.6332716345787048},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6050032377243042},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5711684823036194},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5603071451187134},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5560938119888306},{"id":"https://openalex.org/C2987552334","wikidata":"https://www.wikidata.org/wiki/Q383126","display_name":"Chronic disease","level":2,"score":0.49672824144363403},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4821900427341461},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.4652325510978699},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4538520574569702},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.44027864933013916},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.35152605175971985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30587345361709595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25711458921432495},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.21797117590904236},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.20266315340995789},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.12610644102096558},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11259704828262329},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.09253370761871338}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-78759-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-78759-6_14","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/10","score":0.5600000023841858,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1922654337","https://openalex.org/W2006613082","https://openalex.org/W2014298627","https://openalex.org/W2017972658","https://openalex.org/W2051925297","https://openalex.org/W2074226299","https://openalex.org/W2099814556","https://openalex.org/W2116717490","https://openalex.org/W2116825089","https://openalex.org/W2117812871","https://openalex.org/W2124518069","https://openalex.org/W2125055259","https://openalex.org/W2125948751","https://openalex.org/W2131427446","https://openalex.org/W2479319300","https://openalex.org/W2740130782","https://openalex.org/W2799061466","https://openalex.org/W4205687621","https://openalex.org/W4254209755","https://openalex.org/W6648725293"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W2333798660","https://openalex.org/W57843728","https://openalex.org/W2802989430","https://openalex.org/W72816711","https://openalex.org/W2073015584","https://openalex.org/W2971509993","https://openalex.org/W2419506399","https://openalex.org/W2167462787","https://openalex.org/W2152097915"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
