{"id":"https://openalex.org/W2907063321","doi":"https://doi.org/10.1093/bioinformatics/bty995","title":"Protein\u2013protein interaction sites prediction by ensemble random forests with synthetic minority oversampling technique","display_name":"Protein\u2013protein interaction sites prediction by ensemble random forests with synthetic minority oversampling technique","publication_year":2018,"publication_date":"2018-12-03","ids":{"openalex":"https://openalex.org/W2907063321","doi":"https://doi.org/10.1093/bioinformatics/bty995","mag":"2907063321","pmid":"https://pubmed.ncbi.nlm.nih.gov/30520961"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/bty995","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bty995","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/35/14/2395/28913201/bty995.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/35/14/2395/28913201/bty995.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100364279","display_name":"Xiaoying Wang","orcid":"https://orcid.org/0000-0001-5396-2279"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoying Wang","raw_affiliation_strings":["Artificial Intelligence and Biomedical Big Data Research Center, Qingdao University of Science and Technology, Qingdao, China","College of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China","School of Mathematics, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Biomedical Big Data Research Center, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"School of Mathematics, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100646131","display_name":"Bin Yu","orcid":"https://orcid.org/0000-0002-2453-7852"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Yu","raw_affiliation_strings":["Artificial Intelligence and Biomedical Big Data Research Center, Qingdao University of Science and Technology, Qingdao, China","College of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China","School of Life Sciences, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Biomedical Big Data Research Center, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"School of Life Sciences, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056199285","display_name":"Anjun Ma","orcid":"https://orcid.org/0000-0001-6269-398X"},"institutions":[{"id":"https://openalex.org/I177156846","display_name":"South Dakota State University","ror":"https://ror.org/015jmes13","country_code":"US","type":"education","lineage":["https://openalex.org/I177156846"]},{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anjun Ma","raw_affiliation_strings":["Bioinformatics and Mathematical Biosciences Lab, Department of Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD, USA","Department Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Bioinformatics and Mathematical Biosciences Lab, Department of Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD, USA","institution_ids":["https://openalex.org/I177156846"]},{"raw_affiliation_string":"Department Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420551","display_name":"Cheng Chen","orcid":"https://orcid.org/0000-0002-4354-5508"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Chen","raw_affiliation_strings":["Artificial Intelligence and Biomedical Big Data Research Center, Qingdao University of Science and Technology, Qingdao, China","College of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Biomedical Big Data Research Center, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017344694","display_name":"Bingqiang Liu","orcid":"https://orcid.org/0000-0002-5734-1135"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingqiang Liu","raw_affiliation_strings":["School of Mathematics, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022408570","display_name":"Qin Ma","orcid":"https://orcid.org/0000-0002-3264-8392"},"institutions":[{"id":"https://openalex.org/I177156846","display_name":"South Dakota State University","ror":"https://ror.org/015jmes13","country_code":"US","type":"education","lineage":["https://openalex.org/I177156846"]},{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qin Ma","raw_affiliation_strings":["Bioinformatics and Mathematical Biosciences Lab, Department of Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD, USA","Department Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Bioinformatics and Mathematical Biosciences Lab, Department of Agronomy, Horticulture and Plant Science, South Dakota State University, Brookings, SD, USA","institution_ids":["https://openalex.org/I177156846"]},{"raw_affiliation_string":"Department Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022408570","https://openalex.org/A5100646131"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I143413998","https://openalex.org/I177156846","https://openalex.org/I52357470"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":8.1917,"has_fulltext":true,"cited_by_count":170,"citation_normalized_percentile":{"value":0.98382595,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"35","issue":"14","first_page":"2395","last_page":"2402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9987000226974487,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9987000226974487,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9986000061035156,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/oversampling","display_name":"Oversampling","score":0.8989976644515991},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7818966507911682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6285443305969238},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6187685132026672},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5515904426574707},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.513738751411438},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45529651641845703},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.45227912068367004},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4422709047794342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4162452816963196},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3255850672721863},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19776713848114014},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.13628554344177246},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08799612522125244},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07390135526657104}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.8989976644515991},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7818966507911682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6285443305969238},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6187685132026672},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5515904426574707},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.513738751411438},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45529651641845703},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.45227912068367004},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4422709047794342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4162452816963196},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3255850672721863},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19776713848114014},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.13628554344177246},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08799612522125244},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07390135526657104},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/bty995","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bty995","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/35/14/2395/28913201/bty995.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:30520961","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30520961","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:6612859","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6612859","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/bty995","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bty995","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/35/14/2395/28913201/bty995.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1062279047","display_name":null,"funder_award_id":"1R01GM131399-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1186457601","display_name":null,"funder_award_id":"#1R01GM131399-01","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G141606515","display_name":null,"funder_award_id":"YSPSDU","funder_id":"https://openalex.org/F4320311026","funder_display_name":"Shandong University"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2098044338","display_name":null,"funder_award_id":"1R01GM131399","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G2696157397","display_name":null,"funder_award_id":"ZR201","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2804382799","display_name":null,"funder_award_id":"ZR2018MC007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3040862546","display_name":null,"funder_award_id":"61432010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3090593387","display_name":null,"funder_award_id":"61772313","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3310236632","display_name":null,"funder_award_id":"GM131399","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3611247453","display_name":null,"funder_award_id":"R01GM","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3706297042","display_name":null,"funder_award_id":"J17KA159","funder_id":"https://openalex.org/F4320329039","funder_display_name":"Project of Shandong Province Higher Educational Science and Technology Program"},{"id":"https://openalex.org/G3973307678","display_name":null,"funder_award_id":"R01GM131399","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4107049103","display_name":null,"funder_award_id":"R01GM131399","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G4584194089","display_name":null,"funder_award_id":"ZR2018MC007","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4620927410","display_name":null,"funder_award_id":"#1R01GM131399-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6924028813","display_name":null,"funder_award_id":"ZR2018","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G701768127","display_name":null,"funder_award_id":"2015WLJH19","funder_id":"https://openalex.org/F4320311026","funder_display_name":"Shandong University"},{"id":"https://openalex.org/G7710544953","display_name":null,"funder_award_id":"11771188","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G782757522","display_name":null,"funder_award_id":"61863010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8202394504","display_name":null,"funder_award_id":"61863010","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G8535652719","display_name":null,"funder_award_id":"#1R01GM131399-01","funder_id":"https://openalex.org/F4320329039","funder_display_name":"Project of Shandong Province Higher Educational Science and Technology Program"},{"id":"https://openalex.org/G8717413910","display_name":null,"funder_award_id":"No. ZR2018MC007","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320329039","display_name":"Project of Shandong Province Higher Educational Science and Technology Program","ror":null},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2907063321.pdf","grobid_xml":"https://content.openalex.org/works/W2907063321.grobid-xml"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W24553703","https://openalex.org/W769353746","https://openalex.org/W828669888","https://openalex.org/W1483099488","https://openalex.org/W1582212884","https://openalex.org/W1820604712","https://openalex.org/W1941659294","https://openalex.org/W1984765576","https://openalex.org/W1988359761","https://openalex.org/W1991141438","https://openalex.org/W1991181258","https://openalex.org/W2000093524","https://openalex.org/W2009672036","https://openalex.org/W2009673578","https://openalex.org/W2009966494","https://openalex.org/W2012852001","https://openalex.org/W2031918459","https://openalex.org/W2038403313","https://openalex.org/W2043699100","https://openalex.org/W2057885377","https://openalex.org/W2070506154","https://openalex.org/W2073229442","https://openalex.org/W2080922074","https://openalex.org/W2083978969","https://openalex.org/W2084619201","https://openalex.org/W2085277871","https://openalex.org/W2088038235","https://openalex.org/W2094148990","https://openalex.org/W2095148636","https://openalex.org/W2096119514","https://openalex.org/W2103485392","https://openalex.org/W2104315543","https://openalex.org/W2107424557","https://openalex.org/W2109715166","https://openalex.org/W2112832917","https://openalex.org/W2115410056","https://openalex.org/W2117407746","https://openalex.org/W2122037843","https://openalex.org/W2127637605","https://openalex.org/W2129838159","https://openalex.org/W2130479394","https://openalex.org/W2136832587","https://openalex.org/W2137991504","https://openalex.org/W2139262886","https://openalex.org/W2141627824","https://openalex.org/W2142337435","https://openalex.org/W2142678478","https://openalex.org/W2142757818","https://openalex.org/W2145427519","https://openalex.org/W2146312020","https://openalex.org/W2147862296","https://openalex.org/W2148143831","https://openalex.org/W2151311229","https://openalex.org/W2152521138","https://openalex.org/W2152568394","https://openalex.org/W2155194485","https://openalex.org/W2157163921","https://openalex.org/W2162354472","https://openalex.org/W2163879391","https://openalex.org/W2164843630","https://openalex.org/W2166814967","https://openalex.org/W2167884443","https://openalex.org/W2192578595","https://openalex.org/W2211387173","https://openalex.org/W2223549968","https://openalex.org/W2280888683","https://openalex.org/W2283929195","https://openalex.org/W2371140222","https://openalex.org/W2554617421","https://openalex.org/W2570083522","https://openalex.org/W2601726217","https://openalex.org/W2750640312","https://openalex.org/W2754800853","https://openalex.org/W2757554715","https://openalex.org/W2775577467","https://openalex.org/W2780659677","https://openalex.org/W2783671211","https://openalex.org/W2790765877","https://openalex.org/W2797342218","https://openalex.org/W2807846544","https://openalex.org/W4238372608","https://openalex.org/W4252706339","https://openalex.org/W6600995781","https://openalex.org/W6628752691","https://openalex.org/W6634734262","https://openalex.org/W6671762793","https://openalex.org/W6680868047","https://openalex.org/W6680953437","https://openalex.org/W6696048330","https://openalex.org/W7073909444"],"related_works":["https://openalex.org/W4401045170","https://openalex.org/W3172259201","https://openalex.org/W2903618681","https://openalex.org/W3184937791","https://openalex.org/W4401052546","https://openalex.org/W2944292463","https://openalex.org/W3014252901","https://openalex.org/W2188759683","https://openalex.org/W2794896638","https://openalex.org/W4317376680"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":41},{"year":2019,"cited_by_count":8}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
