{"id":"https://openalex.org/W1998716825","doi":"https://doi.org/10.1007/s10618-014-0385-7","title":"Generative modeling of repositories of health records for predictive tasks","display_name":"Generative modeling of repositories of health records for predictive tasks","publication_year":2014,"publication_date":"2014-11-12","ids":{"openalex":"https://openalex.org/W1998716825","doi":"https://doi.org/10.1007/s10618-014-0385-7","mag":"1998716825"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-014-0385-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-014-0385-7","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051416230","display_name":"Rui Henriques","orcid":"https://orcid.org/0000-0002-3993-0171"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Rui Henriques","raw_affiliation_strings":["KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Avenida Rovisco Pais, 1, 1049-001, Lisboa, Portugal","KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Lisboa, Portugal 1049-001#TAB#"],"affiliations":[{"raw_affiliation_string":"KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Avenida Rovisco Pais, 1, 1049-001, Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]},{"raw_affiliation_string":"KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Lisboa, Portugal 1049-001#TAB#","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055703518","display_name":"Cl\u00e1udia Antunes","orcid":"https://orcid.org/0000-0002-9467-2515"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Cl\u00e1udia Antunes","raw_affiliation_strings":["KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Avenida Rovisco Pais, 1, 1049-001, Lisboa, Portugal","KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Lisboa, Portugal 1049-001#TAB#"],"affiliations":[{"raw_affiliation_string":"KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Avenida Rovisco Pais, 1, 1049-001, Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]},{"raw_affiliation_string":"KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Lisboa, Portugal 1049-001#TAB#","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089809829","display_name":"Sara C. Madeira","orcid":"https://orcid.org/0000-0002-1459-8096"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sara C. Madeira","raw_affiliation_strings":["KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Avenida Rovisco Pais, 1, 1049-001, Lisboa, Portugal","KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Lisboa, Portugal 1049-001#TAB#"],"affiliations":[{"raw_affiliation_string":"KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Avenida Rovisco Pais, 1, 1049-001, Lisboa, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]},{"raw_affiliation_string":"KDBIO, INESC-ID, Instituto Superior T\u00e9cnico, University of Lisbon, Lisboa, Portugal 1049-001#TAB#","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051416230"],"corresponding_institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.1198,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.89257947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"29","issue":"4","first_page":"999","last_page":"1032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9979000091552734,"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":0.9979000091552734,"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/T11309","display_name":"Music and Audio Processing","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9944000244140625,"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/discriminative-model","display_name":"Discriminative model","score":0.8094679713249207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7771956920623779},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7583227753639221},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.6670025587081909},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6048099994659424},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5414654016494751},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5208609700202942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5005054473876953},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4975035488605499},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.4749881327152252},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4251408874988556},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09541252255439758}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8094679713249207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7771956920623779},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7583227753639221},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6670025587081909},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6048099994659424},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5414654016494751},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5208609700202942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5005054473876953},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4975035488605499},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.4749881327152252},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4251408874988556},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09541252255439758},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-014-0385-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-014-0385-7","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W39650655","https://openalex.org/W92440651","https://openalex.org/W123217851","https://openalex.org/W140867740","https://openalex.org/W188520204","https://openalex.org/W391985582","https://openalex.org/W653238207","https://openalex.org/W1491235195","https://openalex.org/W1498183065","https://openalex.org/W1499832500","https://openalex.org/W1506806321","https://openalex.org/W1533067599","https://openalex.org/W1570713908","https://openalex.org/W1574109141","https://openalex.org/W1575394069","https://openalex.org/W1584003909","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1674601853","https://openalex.org/W1971784203","https://openalex.org/W1977945050","https://openalex.org/W1986640734","https://openalex.org/W1995946082","https://openalex.org/W2006013660","https://openalex.org/W2009202077","https://openalex.org/W2032991527","https://openalex.org/W2045747317","https://openalex.org/W2072372077","https://openalex.org/W2076249942","https://openalex.org/W2089163963","https://openalex.org/W2107247620","https://openalex.org/W2110575115","https://openalex.org/W2117168324","https://openalex.org/W2120385725","https://openalex.org/W2133990480","https://openalex.org/W2135583319","https://openalex.org/W2138745909","https://openalex.org/W2152553986","https://openalex.org/W2152671886","https://openalex.org/W2159924615","https://openalex.org/W2165787575","https://openalex.org/W2167409026","https://openalex.org/W2167657841","https://openalex.org/W2167681385","https://openalex.org/W2319660501","https://openalex.org/W2326172754","https://openalex.org/W2396102635","https://openalex.org/W3100543032","https://openalex.org/W4239784540","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2167155152","https://openalex.org/W2093104230","https://openalex.org/W4384918963","https://openalex.org/W2128027845","https://openalex.org/W4386184937","https://openalex.org/W1493875009","https://openalex.org/W2105231718","https://openalex.org/W2153939756","https://openalex.org/W2937349443","https://openalex.org/W2019680624"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}