{"id":"https://openalex.org/W2040970135","doi":"https://doi.org/10.1016/0933-3657(93)90025-x","title":"Medical decision making based on inductive learning method","display_name":"Medical decision making based on inductive learning method","publication_year":1993,"publication_date":"1993-06-01","ids":{"openalex":"https://openalex.org/W2040970135","doi":"https://doi.org/10.1016/0933-3657(93)90025-x","mag":"2040970135","pmid":"https://pubmed.ncbi.nlm.nih.gov/8358496"},"language":"en","primary_location":{"id":"doi:10.1016/0933-3657(93)90025-x","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0933-3657(93)90025-x","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5052717169","display_name":"Josipa Kern","orcid":"https://orcid.org/0000-0002-0896-3018"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]},{"id":"https://openalex.org/I4210138112","display_name":"Andrija Stampar Teaching Institute of Public Health","ror":"https://ror.org/046g5hb52","country_code":"HR","type":"healthcare","lineage":["https://openalex.org/I181343428","https://openalex.org/I4210138112","https://openalex.org/I51314090"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Josipa Kern","raw_affiliation_strings":["Andrija Stampar School of Public Health, Medical School, University of Zagreb, Croatia","Andrija Tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Andrija Stampar School of Public Health, Medical School, University of Zagreb, Croatia","institution_ids":["https://openalex.org/I4210138112","https://openalex.org/I181343428"]},{"raw_affiliation_string":"Andrija Tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111876955","display_name":"Gjuro De\u017eeli\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]},{"id":"https://openalex.org/I4210138112","display_name":"Andrija Stampar Teaching Institute of Public Health","ror":"https://ror.org/046g5hb52","country_code":"HR","type":"healthcare","lineage":["https://openalex.org/I181343428","https://openalex.org/I4210138112","https://openalex.org/I51314090"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Gjuro De\u017eeli\u0107","raw_affiliation_strings":["Andrija \u0160tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","Andrija Tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Andrija \u0160tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210138112","https://openalex.org/I181343428"]},{"raw_affiliation_string":"Andrija Tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084124201","display_name":"Theodor D\u00fcrrigl","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]},{"id":"https://openalex.org/I4210138112","display_name":"Andrija Stampar Teaching Institute of Public Health","ror":"https://ror.org/046g5hb52","country_code":"HR","type":"healthcare","lineage":["https://openalex.org/I181343428","https://openalex.org/I4210138112","https://openalex.org/I51314090"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Theodor D\u00fcrrigl","raw_affiliation_strings":["Andrija \u0160tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","Andrija Tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Andrija \u0160tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210138112","https://openalex.org/I181343428"]},{"raw_affiliation_string":"Andrija Tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059068539","display_name":"Silvije Vuleti\u0107","orcid":"https://orcid.org/0000-0002-0620-8107"},"institutions":[{"id":"https://openalex.org/I4210138112","display_name":"Andrija Stampar Teaching Institute of Public Health","ror":"https://ror.org/046g5hb52","country_code":"HR","type":"healthcare","lineage":["https://openalex.org/I181343428","https://openalex.org/I4210138112","https://openalex.org/I51314090"]},{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Silvije Vuleti\u0107","raw_affiliation_strings":["Andrija \u0160tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","Andrija Tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Andrija \u0160tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210138112","https://openalex.org/I181343428"]},{"raw_affiliation_string":"Andrija Tampar School of Public Health, Medical School, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052717169"],"corresponding_institution_ids":["https://openalex.org/I181343428","https://openalex.org/I4210138112"],"apc_list":{"value":3230,"currency":"USD","value_usd":3230},"apc_paid":null,"fwci":1.7458,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86005588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"5","issue":"3","first_page":"213","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9778000116348267,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9778000116348267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.7722525000572205},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7331987619400024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7244710922241211},{"id":"https://openalex.org/keywords/inductive-bias","display_name":"Inductive bias","score":0.7019842863082886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6443730592727661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5384680032730103},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.41811302304267883},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.305789053440094}],"concepts":[{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7722525000572205},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7331987619400024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244710922241211},{"id":"https://openalex.org/C197352929","wikidata":"https://www.wikidata.org/wiki/Q1074074","display_name":"Inductive bias","level":4,"score":0.7019842863082886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6443730592727661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5384680032730103},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.41811302304267883},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.305789053440094},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001172","descriptor_name":"Arthritis, Rheumatoid","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001172","descriptor_name":"Arthritis, Rheumatoid","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001172","descriptor_name":"Arthritis, Rheumatoid","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004812","descriptor_name":"Epidemiologic Methods","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004812","descriptor_name":"Epidemiologic Methods","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004812","descriptor_name":"Epidemiologic Methods","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011340","descriptor_name":"Problem Solving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011340","descriptor_name":"Problem Solving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011340","descriptor_name":"Problem Solving","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/0933-3657(93)90025-x","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0933-3657(93)90025-x","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},{"id":"pmid:8358496","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/8358496","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial intelligence in medicine","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W177590838","https://openalex.org/W1157093651","https://openalex.org/W1555798572","https://openalex.org/W1861161664","https://openalex.org/W1981207374","https://openalex.org/W2018339575","https://openalex.org/W2046830734","https://openalex.org/W2048043493","https://openalex.org/W2065419533","https://openalex.org/W2115092042","https://openalex.org/W2152348310","https://openalex.org/W2429542833","https://openalex.org/W2435356231","https://openalex.org/W6607301666","https://openalex.org/W6627463935","https://openalex.org/W6639146948","https://openalex.org/W6645597666"],"related_works":["https://openalex.org/W1566212037","https://openalex.org/W3104240813","https://openalex.org/W3209042722","https://openalex.org/W1505595614","https://openalex.org/W1587378402","https://openalex.org/W3011040805","https://openalex.org/W2281006184","https://openalex.org/W1614862348","https://openalex.org/W3004751640","https://openalex.org/W2118204198"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
