{"id":"https://openalex.org/W4412618447","doi":"https://doi.org/10.1093/bib/bbaf352","title":"MDNN: memetic deep neural network for genomic prediction","display_name":"MDNN: memetic deep neural network for genomic prediction","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4412618447","doi":"https://doi.org/10.1093/bib/bbaf352","pmid":"https://pubmed.ncbi.nlm.nih.gov/40698862"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbaf352","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf352","pdf_url":"https://academic.oup.com/bib/article-pdf/26/4/bbaf352/63828712/bbaf352.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bib/article-pdf/26/4/bbaf352/63828712/bbaf352.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101701563","display_name":"Yijun Mao","orcid":"https://orcid.org/0000-0001-8123-2564"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I4210088225","display_name":"China National Space Administration","ror":"https://ror.org/004vanv95","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210088225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijun Mao","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","National Key Laboratory of Data Space Technology and System , 3 Minzhuang Road, Haidian District, Beijing 100195 ,","National Key Laboratory of Data Space Technology and System, 3 Minzhuang Road, Haidian District, Beijing 100195, China","College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"National Key Laboratory of Data Space Technology and System , 3 Minzhuang Road, Haidian District, Beijing 100195 ,","institution_ids":[]},{"raw_affiliation_string":"National Key Laboratory of Data Space Technology and System, 3 Minzhuang Road, Haidian District, Beijing 100195, China","institution_ids":["https://openalex.org/I4210088225"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108967628","display_name":"X. Y. Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingcheng Peng","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China"],"raw_orcid":"https://orcid.org/0009-0002-2651-6067","affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jian Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Weng","raw_affiliation_strings":["College of Cyber Security, Jinan University , 601 West Huangpu Avenue, Tianhe District, GuangZhou 510632 ,","College of Cyber Security, Jinan University, 601 West Huangpu Avenue, Tianhe District, GuangZhou 510632, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cyber Security, Jinan University , 601 West Huangpu Avenue, Tianhe District, GuangZhou 510632 ,","institution_ids":["https://openalex.org/I159948400"]},{"raw_affiliation_string":"College of Cyber Security, Jinan University, 601 West Huangpu Avenue, Tianhe District, GuangZhou 510632, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111207846","display_name":"Rongjin Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131761","display_name":"Wen's Food Group (China)","ror":"https://ror.org/03ywzsn05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210131761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongjin Jiang","raw_affiliation_strings":["Department of Digital Process, Wens Foodstuff Group CO., LTD. , 9 Dongdi North Road, Xinxing County, YunFu 527400 ,","Department of Digital Process, Wens Foodstuff Group CO., LTD., 9 Dongdi North Road, Xinxing County, YunFu 527400, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Process, Wens Foodstuff Group CO., LTD. , 9 Dongdi North Road, Xinxing County, YunFu 527400 ,","institution_ids":["https://openalex.org/I4210131761"]},{"raw_affiliation_string":"Department of Digital Process, Wens Foodstuff Group CO., LTD., 9 Dongdi North Road, Xinxing County, YunFu 527400, China","institution_ids":["https://openalex.org/I4210131761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026341876","display_name":"Yingjie Kuang","orcid":"https://orcid.org/0009-0005-9014-4263"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjie Kuang","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025556550","display_name":"Jiasi Weng","orcid":"https://orcid.org/0000-0002-5876-7875"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiasi Weng","raw_affiliation_strings":["College of Cyber Security, Jinan University , 601 West Huangpu Avenue, Tianhe District, GuangZhou 510632 ,","College of Cyber Security, Jinan University, 601 West Huangpu Avenue, Tianhe District, GuangZhou 510632, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cyber Security, Jinan University , 601 West Huangpu Avenue, Tianhe District, GuangZhou 510632 ,","institution_ids":["https://openalex.org/I159948400"]},{"raw_affiliation_string":"College of Cyber Security, Jinan University, 601 West Huangpu Avenue, Tianhe District, GuangZhou 510632, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110383444","display_name":"Rui Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I4210106852","display_name":"Environmental Protection Engineering (Greece)","ror":"https://ror.org/01jj7aa83","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210106852"]}],"countries":["CN","GR"],"is_corresponding":false,"raw_author_name":"Rui Pang","raw_affiliation_strings":["South China Agricultural University , College of Plant Protection, , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","State Key Laboratory of Green Pesticide , College of Plant Protection, , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","State Key Laboratory of Green Pesticide, College of Plant Protection, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China Agricultural University , College of Plant Protection, , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"State Key Laboratory of Green Pesticide , College of Plant Protection, , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","institution_ids":["https://openalex.org/I4210106852"]},{"raw_affiliation_string":"State Key Laboratory of Green Pesticide, College of Plant Protection, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yunyan Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunyan Xiong","raw_affiliation_strings":["School of Computer and Information Engineering, Guangdong Polytechnic of Industry and Commerce , 1098 North Guangzhou Avenue, Tianhe District, Guangzhou 510510 ,","School of Computer and Information Engineering, Guangdong Polytechnic of Industry and Commerce, 1098 North Guangzhou Avenue, Tianhe District, Guangzhou 510510, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Guangdong Polytechnic of Industry and Commerce , 1098 North Guangzhou Avenue, Tianhe District, Guangzhou 510510 ,","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Guangdong Polytechnic of Industry and Commerce, 1098 North Guangzhou Avenue, Tianhe District, Guangzhou 510510, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050565052","display_name":"Wanrong Gu","orcid":"https://orcid.org/0000-0002-0551-9245"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanrong Gu","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046265467","display_name":"Deyu Tang","orcid":"https://orcid.org/0000-0002-1782-6007"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deyu Tang","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University , 483 Wushan Road, Tianhe District, Guangzhou 510642 ,","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, 483 Wushan Road, Tianhe District, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14196717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9621999859809875,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9621999859809875,"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"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.946399986743927,"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/memetic-algorithm","display_name":"Memetic algorithm","score":0.6376539468765259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6019631028175354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5870782732963562},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5115841031074524},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.45935559272766113},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4058791697025299},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32868850231170654},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22725895047187805},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.07588911056518555}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.6376539468765259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6019631028175354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5870782732963562},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5115841031074524},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.45935559272766113},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4058791697025299},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32868850231170654},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22725895047187805},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.07588911056518555}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014908","descriptor_name":"Triticum","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D014908","descriptor_name":"Triticum","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D014908","descriptor_name":"Triticum","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D014908","descriptor_name":"Triticum","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/bib/bbaf352","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf352","pdf_url":"https://academic.oup.com/bib/article-pdf/26/4/bbaf352/63828712/bbaf352.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40698862","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40698862","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":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12284770","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12284770","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbaf352","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf352","pdf_url":"https://academic.oup.com/bib/article-pdf/26/4/bbaf352/63828712/bbaf352.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2800219896","display_name":null,"funder_award_id":"61976239","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4225029986","display_name":null,"funder_award_id":"2021YFD1300100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412618447.pdf","grobid_xml":"https://content.openalex.org/works/W4412618447.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W317957491","https://openalex.org/W1840106123","https://openalex.org/W1928998639","https://openalex.org/W1966217591","https://openalex.org/W1976415646","https://openalex.org/W2064013109","https://openalex.org/W2065808340","https://openalex.org/W2067715889","https://openalex.org/W2105889691","https://openalex.org/W2111935653","https://openalex.org/W2117920736","https://openalex.org/W2123633988","https://openalex.org/W2127843966","https://openalex.org/W2128040385","https://openalex.org/W2291770350","https://openalex.org/W2439742035","https://openalex.org/W2760544538","https://openalex.org/W2887039631","https://openalex.org/W2911964244","https://openalex.org/W2981502071","https://openalex.org/W3165355909","https://openalex.org/W3192682950","https://openalex.org/W3200488575","https://openalex.org/W4220899582","https://openalex.org/W4280602147","https://openalex.org/W4282923872","https://openalex.org/W4296698254","https://openalex.org/W4308775252","https://openalex.org/W4389452928","https://openalex.org/W4402581103","https://openalex.org/W6636690510","https://openalex.org/W6675565046","https://openalex.org/W6680532697","https://openalex.org/W6684191040","https://openalex.org/W6687483927","https://openalex.org/W6729956949","https://openalex.org/W6729972426","https://openalex.org/W6734593296","https://openalex.org/W6741414320","https://openalex.org/W6745609711","https://openalex.org/W6747570768","https://openalex.org/W6747806236","https://openalex.org/W6749585065","https://openalex.org/W6752515464","https://openalex.org/W6753412334","https://openalex.org/W6766225098","https://openalex.org/W6872934366"],"related_works":["https://openalex.org/W2010336970","https://openalex.org/W4205193211","https://openalex.org/W3034364924","https://openalex.org/W3196925172","https://openalex.org/W3091613133","https://openalex.org/W2102350580","https://openalex.org/W337252817","https://openalex.org/W2095999126","https://openalex.org/W2127516144","https://openalex.org/W1529063576"],"abstract_inverted_index":{"Genomic":[0],"prediction":[1],"(GP)":[2],"has":[3,38],"made":[4],"significant":[5],"progress":[6],"in":[7,17,24,105],"the":[8,63,83,93,98,106,112,120],"field":[9],"of":[10,33,62],"breeding.":[11],"Traditional":[12],"linear":[13],"models":[14,58],"perform":[15],"well":[16],"handling":[18],"simple":[19],"traits":[20],"but":[21],"have":[22],"limitations":[23],"extracting":[25],"nonlinear":[26],"features":[27],"for":[28,47,86],"complex":[29,52],"traits.":[30],"The":[31],"introduction":[32],"deep":[34],"learning":[35],"(DL)":[36],"techniques":[37],"provided":[39],"a":[40,77,102,116],"new":[41,78],"approach":[42],"to":[43],"GP,":[44],"especially":[45],"suited":[46],"high-dimensional":[48],"data":[49],"processing":[50],"and":[51,70,90,115],"trait":[53],"prediction.":[54],"However,":[55],"traditional":[56],"DL":[57],"require":[59],"manual":[60],"design":[61],"network":[64,94],"architecture,":[65],"which":[66],"necessitates":[67],"continuous":[68],"experimentation":[69],"modification.":[71],"In":[72],"this":[73],"paper,":[74],"we":[75],"propose":[76],"framework,":[79],"MDNN,":[80],"that":[81],"utilizes":[82],"memetic":[84],"algorithm":[85],"neural":[87],"architecture":[88],"search":[89],"automatically":[91],"optimizes":[92],"architecture.":[95],"Compared":[96],"with":[97],"DNNGP,":[99],"MDNN":[100],"achieved":[101],"36.49%":[103],"improvement":[104,118],"average":[107],"Pearson":[108],"correlation":[109],"coefficient":[110],"on":[111,119],"wheat599":[113],"dataset":[114],"12.28%":[117],"wheat2000":[121],"dataset.":[122]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}