{"id":"https://openalex.org/W1491098415","doi":"https://doi.org/10.1016/b978-0-12-380862-2.00004-7","title":"Multigenic Modeling of Complex Disease by Random Forests","display_name":"Multigenic Modeling of Complex Disease by Random Forests","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1491098415","doi":"https://doi.org/10.1016/b978-0-12-380862-2.00004-7","mag":"1491098415","pmid":"https://pubmed.ncbi.nlm.nih.gov/21029849"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-12-380862-2.00004-7","doi":"https://doi.org/10.1016/b978-0-12-380862-2.00004-7","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-380862-2.00004-7","pdf_url":null,"source":{"id":"https://openalex.org/S2483520458","display_name":"Advances in genetics","issn_l":"0065-2660","issn":["0065-2660"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","medline","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Genetics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W563159546","display_name":"Computational Methods for Genetics of Complex Traits"},"type":"book-chapter","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/A5039284931","display_name":"Yan V. Sun","orcid":"https://orcid.org/0000-0002-2838-1824","observed_orcids":["https://orcid.org/0000-0002-2838-1824"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yan V. Sun","raw_affiliation_strings":["Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039284931"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":10.0149,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.98014805,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"73","last_page":"99"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},"topics":[{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},{"id":"https://openalex.org/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.012000000104308128,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.0027000000700354576,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/random-forest","display_name":"random forest","score":0.9279999732971191},{"id":"https://openalex.org/keywords/complex-diseases","display_name":"complex diseases","score":0.6880000233650208},{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"genome-wide association study","score":0.8069999814033508},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphisms","display_name":"single nucleotide polymorphisms","score":0.9010000228881836},{"id":"https://openalex.org/keywords/gene-gene-interaction","display_name":"gene-gene interaction","score":0.6899999976158142},{"id":"https://openalex.org/keywords/gene-environment-interaction","display_name":"gene-environment interaction","score":0.9390000104904175},{"id":"https://openalex.org/keywords/missing-heritability","display_name":"missing heritability","score":0.9959999918937683},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.9269999861717224},{"id":"https://openalex.org/keywords/genetic-heterogeneity","display_name":"genetic heterogeneity","score":0.652999997138977}],"concepts":[{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.9386053085327148},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.4628545343875885},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.46150141954421997},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.43755781650543213},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.04763004183769226},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/b978-0-12-380862-2.00004-7","doi":"https://doi.org/10.1016/b978-0-12-380862-2.00004-7","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-380862-2.00004-7","pdf_url":null,"source":{"id":"https://openalex.org/S2483520458","display_name":"Advances in genetics","issn_l":"0065-2660","issn":["0065-2660"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","medline","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Genetics","raw_type":"book-chapter"},{"id":"pmid:21029849","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21029849","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,"listed_in":[],"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":"Advances in genetics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.504800021648407,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W120816120","https://openalex.org/W1520812622","https://openalex.org/W1539593569","https://openalex.org/W1554944419","https://openalex.org/W1558833418","https://openalex.org/W1875061881","https://openalex.org/W1966363110","https://openalex.org/W1980991473","https://openalex.org/W2013577952","https://openalex.org/W2015060037","https://openalex.org/W2025609751","https://openalex.org/W2042443829","https://openalex.org/W2043175314","https://openalex.org/W2043842514","https://openalex.org/W2046247026","https://openalex.org/W2048231652","https://openalex.org/W2058401000","https://openalex.org/W2063575312","https://openalex.org/W2072154218","https://openalex.org/W2074199852","https://openalex.org/W2086099578","https://openalex.org/W2091216505","https://openalex.org/W2094189284","https://openalex.org/W2095403671","https://openalex.org/W2096279453","https://openalex.org/W2106002880","https://openalex.org/W2108425550","https://openalex.org/W2110878112","https://openalex.org/W2115380778","https://openalex.org/W2115629999","https://openalex.org/W2116100197","https://openalex.org/W2117446594","https://openalex.org/W2119279196","https://openalex.org/W2119842880","https://openalex.org/W2123231396","https://openalex.org/W2123998733","https://openalex.org/W2128589733","https://openalex.org/W2130856032","https://openalex.org/W2133513327","https://openalex.org/W2135293965","https://openalex.org/W2136078375","https://openalex.org/W2136857199","https://openalex.org/W2143481518","https://openalex.org/W2145090915","https://openalex.org/W2145427519","https://openalex.org/W2147774652","https://openalex.org/W2149687534","https://openalex.org/W2152905639","https://openalex.org/W2154998360","https://openalex.org/W2161245845","https://openalex.org/W2161633633","https://openalex.org/W2165019590","https://openalex.org/W2171558600","https://openalex.org/W2217809488","https://openalex.org/W2330820318","https://openalex.org/W2911964244","https://openalex.org/W3003109697","https://openalex.org/W3085162807","https://openalex.org/W6633322118"],"related_works":["https://openalex.org/W2079591220","https://openalex.org/W1885645786","https://openalex.org/W2000113303","https://openalex.org/W2237906411","https://openalex.org/W2912871001","https://openalex.org/W1996387036","https://openalex.org/W1539593569","https://openalex.org/W4401502684","https://openalex.org/W2171403974","https://openalex.org/W1490585466"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":6}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}