{"id":"https://openalex.org/W4393055158","doi":"https://doi.org/10.1186/s12859-024-05720-x","title":"Ensemble learning for integrative prediction of genetic values with genomic variants","display_name":"Ensemble learning for integrative prediction of genetic values with genomic variants","publication_year":2024,"publication_date":"2024-03-21","ids":{"openalex":"https://openalex.org/W4393055158","doi":"https://doi.org/10.1186/s12859-024-05720-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/38515026"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-024-05720-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-024-05720-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-024-05720-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-024-05720-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100820585","display_name":"Linlin Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin-Lin Gu","raw_affiliation_strings":["Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China","institution_ids":["https://openalex.org/I4210151987","https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016872681","display_name":"Runqing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I46529539","display_name":"Chinese Academy of Fishery Sciences","ror":"https://ror.org/02bwk9n38","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987","https://openalex.org/I46529539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Run-Qing Yang","raw_affiliation_strings":["Research Center for Aquatic Biotechnology, Chinese Academy of Fishery Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Research Center for Aquatic Biotechnology, Chinese Academy of Fishery Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I46529539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109705656","display_name":"Zhiyong Wang","orcid":"https://orcid.org/0009-0009-2335-4892"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Yong Wang","raw_affiliation_strings":["Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China. zywang@jmu.edu.cn","Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China. zywang@jmu.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China","institution_ids":["https://openalex.org/I4210151987","https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032150794","display_name":"Dan Jiang","orcid":"https://orcid.org/0000-0002-7053-0731"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Jiang","raw_affiliation_strings":["Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China. jiangdan666@163.com","Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China. jiangdan666@163.com","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China","institution_ids":["https://openalex.org/I4210151987","https://openalex.org/I161346416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101638064","display_name":"Ming Fang","orcid":"https://orcid.org/0009-0003-4021-2825"},"institutions":[{"id":"https://openalex.org/I4210124184","display_name":"Heilongjiang Bayi Agricultural University","ror":"https://ror.org/030jxf285","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210124184"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Fang","raw_affiliation_strings":["Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China. fangming618@126.com","Life Science College, Heilongjiang Bayi Agricultural University, Daqing, People's Republic of China. fangming618@126.com","Life Science College, Heilongjiang Bayi Agricultural University, Daqing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture and Rural Affairs and Fisheries College, Jimei University, Xiamen, People's Republic of China. fangming618@126.com","institution_ids":[]},{"raw_affiliation_string":"Life Science College, Heilongjiang Bayi Agricultural University, Daqing, People's Republic of China. fangming618@126.com","institution_ids":[]},{"raw_affiliation_string":"Life Science College, Heilongjiang Bayi Agricultural University, Daqing, People's Republic of China","institution_ids":["https://openalex.org/I4210124184"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101638064"],"corresponding_institution_ids":["https://openalex.org/I4210124184"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":3.9239,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9316087,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"120","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9998999834060669,"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/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9998999834060669,"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":0.9986000061035156,"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/T11229","display_name":"Genetics and Plant Breeding","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5902006030082703},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5630349516868591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4717232584953308},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4622613489627838},{"id":"https://openalex.org/keywords/predictive-value","display_name":"Predictive value","score":0.4598231613636017},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4190335273742676},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.35041511058807373},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2953474223613739}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5902006030082703},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5630349516868591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4717232584953308},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4622613489627838},{"id":"https://openalex.org/C3019719930","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value","level":2,"score":0.4598231613636017},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4190335273742676},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.35041511058807373},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2953474223613739},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069600","descriptor_name":"Plant Breeding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069600","descriptor_name":"Plant Breeding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069600","descriptor_name":"Plant Breeding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","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":"D008957","descriptor_name":"Models, Genetic","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":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","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":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-024-05720-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-024-05720-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-024-05720-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:38515026","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38515026","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10956256","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10956256","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10956256/pdf/12859_2024_Article_5720.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:aca489625c9448cd952a3fcb7d5cbf97","is_oa":true,"landing_page_url":"https://doaj.org/article/aca489625c9448cd952a3fcb7d5cbf97","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 25, Iss 1, Pp 1-18 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-024-05720-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-024-05720-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-024-05720-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2628499647","display_name":null,"funder_award_id":"2021J02045","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G2704171589","display_name":null,"funder_award_id":"CARS-47-G04","funder_id":"https://openalex.org/F4320326266","funder_display_name":"Agriculture Research System of China"},{"id":"https://openalex.org/G7843435996","display_name":null,"funder_award_id":"CARS-47-G04","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320326266","display_name":"Agriculture Research System of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393055158.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1534477342","https://openalex.org/W1560921017","https://openalex.org/W1595159159","https://openalex.org/W1928998639","https://openalex.org/W1964554577","https://openalex.org/W1964866242","https://openalex.org/W1970149620","https://openalex.org/W1975846642","https://openalex.org/W1993490180","https://openalex.org/W1994867044","https://openalex.org/W1997338841","https://openalex.org/W1998447523","https://openalex.org/W2000966824","https://openalex.org/W2019961888","https://openalex.org/W2022747340","https://openalex.org/W2034846276","https://openalex.org/W2042174016","https://openalex.org/W2046352503","https://openalex.org/W2048864521","https://openalex.org/W2050029156","https://openalex.org/W2058936579","https://openalex.org/W2067715889","https://openalex.org/W2083487219","https://openalex.org/W2097656361","https://openalex.org/W2098597355","https://openalex.org/W2099220039","https://openalex.org/W2108583185","https://openalex.org/W2117004913","https://openalex.org/W2123523713","https://openalex.org/W2127843966","https://openalex.org/W2134783591","https://openalex.org/W2135293965","https://openalex.org/W2140319434","https://openalex.org/W2148306906","https://openalex.org/W2152195021","https://openalex.org/W2157211770","https://openalex.org/W2161633633","https://openalex.org/W2162830565","https://openalex.org/W2171250718","https://openalex.org/W2607306668","https://openalex.org/W2724938313","https://openalex.org/W2789926271","https://openalex.org/W2805310212","https://openalex.org/W2887039631","https://openalex.org/W2901952863","https://openalex.org/W2950890882","https://openalex.org/W2963897438","https://openalex.org/W2974740838","https://openalex.org/W2991034145","https://openalex.org/W2991296906","https://openalex.org/W3006746595","https://openalex.org/W3036465674","https://openalex.org/W3049002444","https://openalex.org/W3119056801","https://openalex.org/W3214579149","https://openalex.org/W4399503858"],"related_works":["https://openalex.org/W4376643315","https://openalex.org/W4324137541","https://openalex.org/W2900445707","https://openalex.org/W4285741730","https://openalex.org/W1191482210","https://openalex.org/W4285046548","https://openalex.org/W4210302090","https://openalex.org/W3092276832","https://openalex.org/W3111529524","https://openalex.org/W4375951447"],"abstract_inverted_index":{"ELPGV":[0],"is":[1,23,34],"able":[2],"to":[3,11,25,28],"integrate":[4],"the":[5],"merit":[6],"of":[7],"each":[8],"method":[9],"together":[10],"produce":[12],"significantly":[13],"higher":[14],"predictive":[15],"ability":[16],"than":[17],"any":[18],"basic":[19],"methods":[20],"and":[21],"it":[22],"simple":[24],"implement,":[26],"fast":[27],"run,":[29],"without":[30],"using":[31],"genotype":[32],"data.":[33],"promising":[35],"for":[36],"wide":[37],"application":[38],"in":[39],"genetic":[40],"predictions.":[41]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}