{"id":"https://openalex.org/W4389918297","doi":"https://doi.org/10.1038/s43588-023-00573-5","title":"Using sequences of life-events to predict human lives","display_name":"Using sequences of life-events to predict human lives","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4389918297","doi":"https://doi.org/10.1038/s43588-023-00573-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/38177491"},"language":"en","primary_location":{"id":"doi:10.1038/s43588-023-00573-5","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s43588-023-00573-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://curis.ku.dk/ws/files/530861822/2306.03009v1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073159336","display_name":"Germans Savcisens","orcid":"https://orcid.org/0000-0002-5811-3230"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Germans Savcisens","raw_affiliation_strings":["DTU Compute, Technical University of Denmark, Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"DTU Compute, Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080731595","display_name":"Tina Eliassi\u2010Rad","orcid":"https://orcid.org/0000-0002-1892-1188"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tina Eliassi-Rad","raw_affiliation_strings":["Khoury College of Computer Sciences, Northeastern University, Boston, MA, USA","Network Science Institute, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Khoury College of Computer Sciences, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Network Science Institute, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018292103","display_name":"Lars Kai Hansen","orcid":"https://orcid.org/0000-0003-0442-5877"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Lars Kai Hansen","raw_affiliation_strings":["DTU Compute, Technical University of Denmark, Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"DTU Compute, Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007825736","display_name":"Laust Hvas Mortensen","orcid":"https://orcid.org/0000-0002-6399-495X"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I1320355602","display_name":"Statistics Denmark","ror":"https://ror.org/000f7jy90","country_code":"DK","type":"government","lineage":["https://openalex.org/I1320355602"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Laust Hvas Mortensen","raw_affiliation_strings":["Data Science Lab, Statistics Denmark, Copenhagen, Denmark","Department of Public Health, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Data Science Lab, Statistics Denmark, Copenhagen, Denmark","institution_ids":["https://openalex.org/I1320355602"]},{"raw_affiliation_string":"Department of Public Health, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024316518","display_name":"Lau Lilleholt","orcid":"https://orcid.org/0000-0002-7257-2636"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Lau Lilleholt","raw_affiliation_strings":["Copenhagen Center for Social Data Science (SODAS), University of Copenhagen, Copenhagen, Denmark","Department of Psychology, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Copenhagen Center for Social Data Science (SODAS), University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"Department of Psychology, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039256697","display_name":"Anna Rogers","orcid":"https://orcid.org/0000-0002-4845-4023"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Anna Rogers","raw_affiliation_strings":["Computer Science Department, IT University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073853084","display_name":"Ingo Zettler","orcid":"https://orcid.org/0000-0001-6140-7160"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Ingo Zettler","raw_affiliation_strings":["Copenhagen Center for Social Data Science (SODAS), University of Copenhagen, Copenhagen, Denmark","Department of Psychology, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Copenhagen Center for Social Data Science (SODAS), University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"Department of Psychology, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015080044","display_name":"Sune Lehmann","orcid":"https://orcid.org/0000-0001-6099-2345"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I1320355602","display_name":"Statistics Denmark","ror":"https://ror.org/000f7jy90","country_code":"DK","type":"government","lineage":["https://openalex.org/I1320355602"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Sune Lehmann","raw_affiliation_strings":["Copenhagen Center for Social Data Science (SODAS), University of Copenhagen, Copenhagen, Denmark. sljo@dtu.dk","DTU Compute, Technical University of Denmark, Lyngby, Denmark. sljo@dtu.dk","DTU Compute, Technical University of Denmark, Lyngby, Denmark","Copenhagen Center for Social Data Science (SODAS), University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Copenhagen Center for Social Data Science (SODAS), University of Copenhagen, Copenhagen, Denmark. sljo@dtu.dk","institution_ids":["https://openalex.org/I1320355602"]},{"raw_affiliation_string":"DTU Compute, Technical University of Denmark, Lyngby, Denmark. sljo@dtu.dk","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"DTU Compute, Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Copenhagen Center for Social Data Science (SODAS), University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5015080044"],"corresponding_institution_ids":["https://openalex.org/I124055696","https://openalex.org/I1320355602","https://openalex.org/I96673099"],"apc_list":{"value":9750,"currency":"EUR","value_usd":11690},"apc_paid":null,"fwci":12.5707,"has_fulltext":true,"cited_by_count":73,"citation_normalized_percentile":{"value":0.99087037,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"4","issue":"1","first_page":"43","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9236000180244446,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/human-life","display_name":"Human life","score":0.41039854288101196},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36242297291755676},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.33029186725616455},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3237100839614868},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22934624552726746},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1326013207435608},{"id":"https://openalex.org/keywords/theology","display_name":"Theology","score":0.04570862650871277}],"concepts":[{"id":"https://openalex.org/C3019207227","wikidata":"https://www.wikidata.org/wiki/Q10883614","display_name":"Human life","level":3,"score":0.41039854288101196},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36242297291755676},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.33029186725616455},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3237100839614868},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22934624552726746},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1326013207435608},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.04570862650871277},{"id":"https://openalex.org/C2780422510","wikidata":"https://www.wikidata.org/wiki/Q17027938","display_name":"Humanity","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":"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":"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":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1038/s43588-023-00573-5","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s43588-023-00573-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},{"id":"pmid:38177491","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38177491","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":"Nature computational science","raw_type":null},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f6db0cbb-8ae9-46e1-bd80-e320ace10088","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/f6db0cbb-8ae9-46e1-bd80-e320ace10088","pdf_url":"https://curis.ku.dk/ws/files/530861822/2306.03009v1.pdf","source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Savcisens , G , Eliassi-Rad , T , Hansen , L K , Mortensen , L H , Lilleholt , L , Rogers , A , Zettler , I & Lehmann , S 2024 , ' Using sequences of life-events to predict human lives ' , Nature Computational Science , vol. 4 , pp. 43\u201356 . https://doi.org/10.1038/s43588-023-00573-5","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f6db0cbb-8ae9-46e1-bd80-e320ace10088","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/f6db0cbb-8ae9-46e1-bd80-e320ace10088","pdf_url":"https://curis.ku.dk/ws/files/530861822/2306.03009v1.pdf","source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Savcisens , G , Eliassi-Rad , T , Hansen , L K , Mortensen , L H , Lilleholt , L , Rogers , A , Zettler , I & Lehmann , S 2024 , ' Using sequences of life-events to predict human lives ' , Nature Computational Science , vol. 4 , pp. 43\u201356 . https://doi.org/10.1038/s43588-023-00573-5","raw_type":"article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2703676846","display_name":null,"funder_award_id":"Nation-Scale Social Networks","funder_id":"https://openalex.org/F4320310490","funder_display_name":"Villum Fonden"}],"funders":[{"id":"https://openalex.org/F4320310490","display_name":"Villum Fonden","ror":"https://ror.org/007ww2d15"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389918297.pdf","grobid_xml":"https://content.openalex.org/works/W4389918297.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1987509751","https://openalex.org/W1996998435","https://openalex.org/W2029342244","https://openalex.org/W2052091366","https://openalex.org/W2089632658","https://openalex.org/W2102420102","https://openalex.org/W2102924526","https://openalex.org/W2147222241","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2257979135","https://openalex.org/W2594685110","https://openalex.org/W2794635328","https://openalex.org/W2796885425","https://openalex.org/W2889336589","https://openalex.org/W2919624000","https://openalex.org/W2948947170","https://openalex.org/W2949449669","https://openalex.org/W2994981385","https://openalex.org/W3013182397","https://openalex.org/W3017637887","https://openalex.org/W3092292656","https://openalex.org/W3098916164","https://openalex.org/W3101155149","https://openalex.org/W3101981467","https://openalex.org/W3103365499","https://openalex.org/W3119872582","https://openalex.org/W3120612350","https://openalex.org/W3121267967","https://openalex.org/W3124373176","https://openalex.org/W3136075083","https://openalex.org/W3168386607","https://openalex.org/W3170348577","https://openalex.org/W3182361571","https://openalex.org/W3204643324","https://openalex.org/W3210820305","https://openalex.org/W4206632615","https://openalex.org/W4212909007","https://openalex.org/W4221143304","https://openalex.org/W4293168230","https://openalex.org/W4312344855","https://openalex.org/W4317659494","https://openalex.org/W4386566638","https://openalex.org/W6739901393","https://openalex.org/W6765602453","https://openalex.org/W6765671411","https://openalex.org/W6778883912","https://openalex.org/W6783944145","https://openalex.org/W6800751262","https://openalex.org/W6842440370","https://openalex.org/W6948728412"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W4220667126","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":4}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}