{"id":"https://openalex.org/W4224289048","doi":"https://doi.org/10.1093/bioinformatics/btac286","title":"Tightly integrated multiomics-based deep tensor survival model for time-to-event prediction","display_name":"Tightly integrated multiomics-based deep tensor survival model for time-to-event prediction","publication_year":2022,"publication_date":"2022-04-18","ids":{"openalex":"https://openalex.org/W4224289048","doi":"https://doi.org/10.1093/bioinformatics/btac286","pmid":"https://pubmed.ncbi.nlm.nih.gov/35445698"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btac286","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac286","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/12/3259/44045290/btac286.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":null,"license_id":null,"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":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/38/12/3259/44045290/btac286.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032307681","display_name":"Jasper Zhongyuan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125326","display_name":"Public Health Ontario","ror":"https://ror.org/025z8ah66","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210125326"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jasper Zhongyuan Zhang","raw_affiliation_strings":["Biostatistics Division, Dalla Lana School of Public Health, University of Toronto , Toronto, ON M5T 3M7, Canada"],"affiliations":[{"raw_affiliation_string":"Biostatistics Division, Dalla Lana School of Public Health, University of Toronto , Toronto, ON M5T 3M7, Canada","institution_ids":["https://openalex.org/I4210125326","https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062418028","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0002-9858-589X"},"institutions":[{"id":"https://openalex.org/I2802654988","display_name":"Princess Margaret Cancer Centre","ror":"https://ror.org/03zayce58","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2802654988"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4210125326","display_name":"Public Health Ontario","ror":"https://ror.org/025z8ah66","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210125326"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Wei Xu","raw_affiliation_strings":["Biostatistics Department, Princess Margaret Cancer Centre , Toronto, ON M5G 2M9, Canada","Biostatistics Division, Dalla Lana School of Public Health, University of Toronto , Toronto, ON M5T 3M7, Canada"],"affiliations":[{"raw_affiliation_string":"Biostatistics Department, Princess Margaret Cancer Centre , Toronto, ON M5G 2M9, Canada","institution_ids":["https://openalex.org/I2802654988"]},{"raw_affiliation_string":"Biostatistics Division, Dalla Lana School of Public Health, University of Toronto , Toronto, ON M5T 3M7, Canada","institution_ids":["https://openalex.org/I4210125326","https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035024838","display_name":"Pingzhao Hu","orcid":"https://orcid.org/0000-0002-9546-2245"},"institutions":[{"id":"https://openalex.org/I4210088414","display_name":"CancerCare Manitoba","ror":"https://ror.org/005cmms77","country_code":"CA","type":"funder","lineage":["https://openalex.org/I4210088414"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]},{"id":"https://openalex.org/I4210125326","display_name":"Public Health Ontario","ror":"https://ror.org/025z8ah66","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210125326"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Pingzhao Hu","raw_affiliation_strings":["Biostatistics Division, Dalla Lana School of Public Health, University of Toronto , Toronto, ON M5T 3M7, Canada","CancerCare Manitoba Research Institute, CancerCare Manitoba , Winnipeg, MB R3E 0V9, Canada","Department of Biochemistry and Medical Genetics, University of Manitoba , Winnipeg, MB R3E 0J9, Canada","Department of Computer Science, University of Manitoba , Winnipeg, MB R3T 2N2, Canada"],"affiliations":[{"raw_affiliation_string":"Biostatistics Division, Dalla Lana School of Public Health, University of Toronto , Toronto, ON M5T 3M7, Canada","institution_ids":["https://openalex.org/I4210125326","https://openalex.org/I185261750"]},{"raw_affiliation_string":"CancerCare Manitoba Research Institute, CancerCare Manitoba , Winnipeg, MB R3E 0V9, Canada","institution_ids":["https://openalex.org/I4210088414"]},{"raw_affiliation_string":"Department of Biochemistry and Medical Genetics, University of Manitoba , Winnipeg, MB R3E 0J9, Canada","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"Department of Computer Science, University of Manitoba , Winnipeg, MB R3T 2N2, Canada","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035024838","https://openalex.org/A5062418028"],"corresponding_institution_ids":["https://openalex.org/I185261750","https://openalex.org/I2802654988","https://openalex.org/I4210088414","https://openalex.org/I4210125326","https://openalex.org/I46247651"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":0.8681,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.70605393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"38","issue":"12","first_page":"3259","last_page":"3266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9940999746322632,"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/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9940999746322632,"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/T11482","display_name":"RNA modifications and cancer","score":0.9918000102043152,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.575278103351593},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47402387857437134},{"id":"https://openalex.org/keywords/concordance","display_name":"Concordance","score":0.46991243958473206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36278778314590454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.349337637424469},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.304749459028244},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17508220672607422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.575278103351593},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47402387857437134},{"id":"https://openalex.org/C160798450","wikidata":"https://www.wikidata.org/wiki/Q4230870","display_name":"Concordance","level":2,"score":0.46991243958473206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36278778314590454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.349337637424469},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.304749459028244},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17508220672607422}],"mesh":[{"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":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"descriptor_ui":"D016678","descriptor_name":"Genome","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":false},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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/bioinformatics/btac286","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac286","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/12/3259/44045290/btac286.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:35445698","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35445698","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:tspace.library.utoronto.ca:1807/108772","is_oa":false,"landing_page_url":"http://hdl.handle.net/1807/108772","pdf_url":null,"source":{"id":"https://openalex.org/S4306400261","display_name":"TSpace (University of Toronto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185261750","host_organization_name":"University of Toronto","host_organization_lineage":["https://openalex.org/I185261750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btac286","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac286","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/12/3259/44045290/btac286.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224289048.pdf","grobid_xml":"https://content.openalex.org/works/W4224289048.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1981331174","https://openalex.org/W2024356620","https://openalex.org/W2025768430","https://openalex.org/W2052825782","https://openalex.org/W2082174016","https://openalex.org/W2084139018","https://openalex.org/W2096465161","https://openalex.org/W2107751484","https://openalex.org/W2108138101","https://openalex.org/W2108673310","https://openalex.org/W2111497153","https://openalex.org/W2113559481","https://openalex.org/W2117968640","https://openalex.org/W2120077398","https://openalex.org/W2134469465","https://openalex.org/W2138848739","https://openalex.org/W2289683153","https://openalex.org/W2321732490","https://openalex.org/W2488022192","https://openalex.org/W2528907418","https://openalex.org/W2604847258","https://openalex.org/W2753919178","https://openalex.org/W2797883881","https://openalex.org/W2810812379","https://openalex.org/W2888986465","https://openalex.org/W2902739757","https://openalex.org/W2915440908","https://openalex.org/W2921485464","https://openalex.org/W2969601505","https://openalex.org/W3028642772","https://openalex.org/W3098758500","https://openalex.org/W3123284220","https://openalex.org/W4230262094","https://openalex.org/W4241513149","https://openalex.org/W4301229630","https://openalex.org/W6722521067","https://openalex.org/W6777926273"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-05T09:29:38.588285","created_date":"2025-10-10T00:00:00"}
