{"id":"https://openalex.org/W2950782073","doi":"https://doi.org/10.1093/bioinformatics/btx408","title":"Partitioned learning of deep Boltzmann machines for SNP data","display_name":"Partitioned learning of deep Boltzmann machines for SNP data","publication_year":2017,"publication_date":"2017-06-23","ids":{"openalex":"https://openalex.org/W2950782073","doi":"https://doi.org/10.1093/bioinformatics/btx408","mag":"2950782073","pmid":"https://pubmed.ncbi.nlm.nih.gov/28655145"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btx408","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btx408","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/33/20/3173/25165604/btx408.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/33/20/3173/25165604/btx408.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031697244","display_name":"Moritz Hess","orcid":"https://orcid.org/0000-0003-4021-1796"},"institutions":[{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]},{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Hess","raw_affiliation_strings":["Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Mainz, Germany","institution_ids":["https://openalex.org/I4210094062","https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060533947","display_name":"Stefan Lenz","orcid":"https://orcid.org/0000-0001-9135-1743"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]},{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Lenz","raw_affiliation_strings":["Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Mainz, Germany","institution_ids":["https://openalex.org/I4210094062","https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112432056","display_name":"Tamara J. Bl\u00e4tte","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155144","display_name":"University Hospital Ulm","ror":"https://ror.org/05emabm63","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210155144"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tamara J Bl\u00e4tte","raw_affiliation_strings":["Department of Internal Medicine III, University Hospital of Ulm, Ulm, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine III, University Hospital of Ulm, Ulm, Germany","institution_ids":["https://openalex.org/I4210155144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040956966","display_name":"Lars Bullinger","orcid":"https://orcid.org/0000-0002-5890-5510"},"institutions":[{"id":"https://openalex.org/I4210155144","display_name":"University Hospital Ulm","ror":"https://ror.org/05emabm63","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210155144"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Bullinger","raw_affiliation_strings":["Department of Internal Medicine III, University Hospital of Ulm, Ulm, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine III, University Hospital of Ulm, Ulm, Germany","institution_ids":["https://openalex.org/I4210155144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011534196","display_name":"Harald Binder","orcid":"https://orcid.org/0000-0002-5666-8662"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]},{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]},{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Harald Binder","raw_affiliation_strings":["Institute for Medical Biometry and Statistics, Faculty of Medicine and Medical Center \u2013 University of Freiburg, Freiburg, Germany","Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Medical Biometry and Statistics, Faculty of Medicine and Medical Center \u2013 University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]},{"raw_affiliation_string":"Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Mainz, Germany","institution_ids":["https://openalex.org/I4210094062","https://openalex.org/I197323543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011534196"],"corresponding_institution_ids":["https://openalex.org/I161046081","https://openalex.org/I197323543","https://openalex.org/I4210094062"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":1.7814,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.84146779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"33","issue":"20","first_page":"3173","last_page":"3180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10222","display_name":"Genomics and Chromatin Dynamics","score":0.9979000091552734,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9973999857902527,"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":0.6630711555480957},{"id":"https://openalex.org/keywords/snp","display_name":"SNP","score":0.6155593991279602},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.6010617613792419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5632587671279907},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.5605925917625427},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.51973557472229},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4955037832260132},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43433335423469543},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4241065979003906},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4188278317451477},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.1794295608997345},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17611518502235413},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.1380121111869812},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.11364439129829407}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6630711555480957},{"id":"https://openalex.org/C139275648","wikidata":"https://www.wikidata.org/wiki/Q17134011","display_name":"SNP","level":5,"score":0.6155593991279602},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.6010617613792419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5632587671279907},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.5605925917625427},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.51973557472229},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4955037832260132},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43433335423469543},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4241065979003906},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4188278317451477},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.1794295608997345},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17611518502235413},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.1380121111869812},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11364439129829407},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007951","descriptor_name":"Leukemia, Myeloid","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D007951","descriptor_name":"Leukemia, Myeloid","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D007951","descriptor_name":"Leukemia, Myeloid","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"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":"D015973","descriptor_name":"Gene Expression Regulation, Leukemic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015973","descriptor_name":"Gene Expression Regulation, Leukemic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015973","descriptor_name":"Gene Expression Regulation, Leukemic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1093/bioinformatics/btx408","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btx408","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/33/20/3173/25165604/btx408.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:28655145","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28655145","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}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btx408","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btx408","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/33/20/3173/25165604/btx408.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":[{"id":"https://openalex.org/G5286022080","display_name":null,"funder_award_id":"02NUK042","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6533522143","display_name":null,"funder_award_id":"01GQ1425A","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2950782073.pdf","grobid_xml":"https://content.openalex.org/works/W2950782073.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1255676896","https://openalex.org/W1516111018","https://openalex.org/W1901212091","https://openalex.org/W1971299565","https://openalex.org/W1975000439","https://openalex.org/W1989160450","https://openalex.org/W2011582941","https://openalex.org/W2029316659","https://openalex.org/W2071709160","https://openalex.org/W2100495367","https://openalex.org/W2104549677","https://openalex.org/W2116064496","https://openalex.org/W2121044470","https://openalex.org/W2122825543","https://openalex.org/W2136922672","https://openalex.org/W2138023910","https://openalex.org/W2144015117","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2203408497","https://openalex.org/W2264017649","https://openalex.org/W2345370840","https://openalex.org/W2403654071","https://openalex.org/W2516130454","https://openalex.org/W2594559005","https://openalex.org/W2725061391","https://openalex.org/W3102202397","https://openalex.org/W6678230397","https://openalex.org/W6684191040","https://openalex.org/W6696569386","https://openalex.org/W6713127547","https://openalex.org/W6785921378"],"related_works":["https://openalex.org/W1997352593","https://openalex.org/W2143489661","https://openalex.org/W3124800575","https://openalex.org/W3016573916","https://openalex.org/W4281711902","https://openalex.org/W3206555169","https://openalex.org/W2070581548","https://openalex.org/W3157359833","https://openalex.org/W2413660786","https://openalex.org/W3024317680"],"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":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}