{"id":"https://openalex.org/W3180413176","doi":"https://doi.org/10.1093/bioinformatics/btab310","title":"Disease gene prediction with privileged information and heteroscedastic dropout","display_name":"Disease gene prediction with privileged information and heteroscedastic dropout","publication_year":2021,"publication_date":"2021-04-24","ids":{"openalex":"https://openalex.org/W3180413176","doi":"https://doi.org/10.1093/bioinformatics/btab310","mag":"3180413176","pmid":"https://pubmed.ncbi.nlm.nih.gov/34252957"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btab310","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btab310","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/37/Supplement_1/i410/39620054/btab310.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/37/Supplement_1/i410/39620054/btab310.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059009894","display_name":"Juan Shu","orcid":"https://orcid.org/0009-0004-4967-8565"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan Shu","raw_affiliation_strings":["Department of Statistics, Purdue University , West Lafayette, IN 47906, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Purdue University , West Lafayette, IN 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345753","display_name":"Yu Li","orcid":"https://orcid.org/0000-0002-3664-6722"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Li","raw_affiliation_strings":["Department of Computer Science and Engineering, The Chinese University of HongKong , HongKong 999077, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of HongKong , HongKong 999077, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371324","display_name":"Sheng Wang","orcid":"https://orcid.org/0000-0003-4210-1670"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheng Wang","raw_affiliation_strings":["Paul G. Allen School of Computer Science and Engineering, University of Washington , Seattle, WA 98195, USA"],"affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington , Seattle, WA 98195, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003668302","display_name":"Bowei Xi","orcid":"https://orcid.org/0000-0001-7304-9903"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bowei Xi","raw_affiliation_strings":["Department of Statistics, Purdue University , West Lafayette, IN 47906, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Purdue University , West Lafayette, IN 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074269040","display_name":"Jianzhu Ma","orcid":"https://orcid.org/0000-0002-8236-6609"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianzhu Ma","raw_affiliation_strings":["Institute for Artificial Intelligence, Peking University , Beijing 100871, China"],"affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence, Peking University , Beijing 100871, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074269040"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210100255"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":1.7081,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.84826031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"37","issue":"Supplement_1","first_page":"i410","last_page":"i417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.998199999332428,"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":0.998199999332428,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9968000054359436,"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":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.7612080574035645},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7055076956748962},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6392809152603149},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6278353333473206},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.47147420048713684},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3885740637779236},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.31853607296943665},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11965793371200562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7612080574035645},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7055076956748962},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6392809152603149},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6278353333473206},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.47147420048713684},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3885740637779236},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.31853607296943665},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11965793371200562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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":"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":"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":"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":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btab310","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btab310","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/37/Supplement_1/i410/39620054/btab310.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:34252957","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34252957","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:8275341","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8275341","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btab310","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btab310","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/37/Supplement_1/i410/39620054/btab310.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3180413176.pdf","grobid_xml":"https://content.openalex.org/works/W3180413176.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W954754213","https://openalex.org/W1523843467","https://openalex.org/W1574901103","https://openalex.org/W1605637875","https://openalex.org/W1662382123","https://openalex.org/W1665214252","https://openalex.org/W1959608418","https://openalex.org/W1971040550","https://openalex.org/W2001554877","https://openalex.org/W2024544489","https://openalex.org/W2031954078","https://openalex.org/W2032755318","https://openalex.org/W2036568936","https://openalex.org/W2045716015","https://openalex.org/W2064330140","https://openalex.org/W2067562626","https://openalex.org/W2068555261","https://openalex.org/W2070412833","https://openalex.org/W2080240378","https://openalex.org/W2087159673","https://openalex.org/W2095705004","https://openalex.org/W2099656145","https://openalex.org/W2100857474","https://openalex.org/W2103478816","https://openalex.org/W2106477781","https://openalex.org/W2109555487","https://openalex.org/W2112014854","https://openalex.org/W2117030594","https://openalex.org/W2118607021","https://openalex.org/W2119220491","https://openalex.org/W2119412782","https://openalex.org/W2121604817","https://openalex.org/W2123688186","https://openalex.org/W2123699903","https://openalex.org/W2125118217","https://openalex.org/W2127006085","https://openalex.org/W2128245545","https://openalex.org/W2141873373","https://openalex.org/W2154654747","https://openalex.org/W2164461702","https://openalex.org/W2283795047","https://openalex.org/W2464471615","https://openalex.org/W2508622936","https://openalex.org/W2606153970","https://openalex.org/W2612467560","https://openalex.org/W2624431344","https://openalex.org/W2764168238","https://openalex.org/W2786016794","https://openalex.org/W2789725201","https://openalex.org/W2790179710","https://openalex.org/W2808373515","https://openalex.org/W2912485311","https://openalex.org/W2912672202","https://openalex.org/W2913823430","https://openalex.org/W2944764218","https://openalex.org/W2951595529","https://openalex.org/W2962882862","https://openalex.org/W2963858333","https://openalex.org/W2964051675","https://openalex.org/W2964311892","https://openalex.org/W2970119293","https://openalex.org/W2972317931","https://openalex.org/W2984318289","https://openalex.org/W3000120900","https://openalex.org/W3021857949","https://openalex.org/W3094540299","https://openalex.org/W4248234957","https://openalex.org/W4255556797","https://openalex.org/W4256017672","https://openalex.org/W4285721697","https://openalex.org/W4289436753","https://openalex.org/W4294558607","https://openalex.org/W4297162533","https://openalex.org/W4297733535","https://openalex.org/W4310980124","https://openalex.org/W4401990991","https://openalex.org/W6637178625","https://openalex.org/W6637242042","https://openalex.org/W6638836233","https://openalex.org/W6640963894","https://openalex.org/W6674330103","https://openalex.org/W6738964360","https://openalex.org/W6748114039","https://openalex.org/W6748141922","https://openalex.org/W6754803211","https://openalex.org/W6758573333","https://openalex.org/W6758750616","https://openalex.org/W6767288045","https://openalex.org/W6773058098"],"related_works":["https://openalex.org/W1574414179","https://openalex.org/W4362597605","https://openalex.org/W2922073769","https://openalex.org/W4297676672","https://openalex.org/W4220972140","https://openalex.org/W3161120485","https://openalex.org/W4223442957","https://openalex.org/W2989932438","https://openalex.org/W4387297750","https://openalex.org/W2186333919"],"abstract_inverted_index":{"Our":[0],"method":[1,11],"is":[2],"realized":[3],"with":[4],"Python":[5],"3.7":[6],"and":[7,10,12],"Pytorch":[8],"1.5.0":[9],"data":[13],"are":[14],"freely":[15],"available":[16],"at:":[17],"https://github.com/juanshu30/Disease-Gene-Prioritization-with-Privileged-Information-and-Heteroscedastic-Dropout.":[18]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}