{"id":"https://openalex.org/W3109419039","doi":"https://doi.org/10.3233/shti200710","title":"A Decentralized Framework for Biostatistics and Privacy Concerns","display_name":"A Decentralized Framework for Biostatistics and Privacy Concerns","publication_year":2020,"publication_date":"2020-11-23","ids":{"openalex":"https://openalex.org/W3109419039","doi":"https://doi.org/10.3233/shti200710","mag":"3109419039","pmid":"https://pubmed.ncbi.nlm.nih.gov/33227756"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200710","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200710","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200710","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046058956","display_name":"Paul Mangold","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I4210138412","display_name":"Centre de recherche Inria Lille - Nord Europe","ror":"https://ror.org/04eej9726","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210138412"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Paul Mangold","raw_affiliation_strings":["CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France","ENS de Lyon, 69007, Lyon, France","INRIA Lille Nord Europe, Magnet Team, 59650, Villeneuve d\u2019Ascq, France","Machine Learning in Information Networks"],"affiliations":[{"raw_affiliation_string":"INRIA Lille Nord Europe, Magnet Team, 59650, Villeneuve d\u2019Ascq, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210138412"]},{"raw_affiliation_string":"ENS de Lyon, 69007, Lyon, France","institution_ids":["https://openalex.org/I113428412"]},{"raw_affiliation_string":"Machine Learning in Information Networks","institution_ids":[]},{"raw_affiliation_string":"CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I3018718406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088797734","display_name":"Alexandre Filiot","orcid":"https://orcid.org/0000-0001-7860-2245"},"institutions":[{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Filiot","raw_affiliation_strings":["CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France"],"affiliations":[{"raw_affiliation_string":"CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France","institution_ids":["https://openalex.org/I3018718406","https://openalex.org/I2279609970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059316864","display_name":"Mouhamed Djahoum Moussa","orcid":"https://orcid.org/0000-0003-3189-8119"},"institutions":[{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mouhamed Moussa","raw_affiliation_strings":["CHU Lille, Pole d\u2019Anesthesie-Reanimation, 59000, Lille, France"],"affiliations":[{"raw_affiliation_string":"CHU Lille, Pole d\u2019Anesthesie-Reanimation, 59000, Lille, France","institution_ids":["https://openalex.org/I3018718406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016242138","display_name":"Vincent Sobanski","orcid":"https://orcid.org/0000-0003-3083-2441"},"institutions":[{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Sobanski","raw_affiliation_strings":["CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France"],"affiliations":[{"raw_affiliation_string":"CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France","institution_ids":["https://openalex.org/I3018718406","https://openalex.org/I2279609970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081302341","display_name":"Gr\u00e9goire Ficheur","orcid":"https://orcid.org/0000-0002-3448-9997"},"institutions":[{"id":"https://openalex.org/I4387155751","display_name":"Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales","ror":"https://ror.org/01qygwc68","country_code":null,"type":"facility","lineage":["https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387155751"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gregoire Ficheur","raw_affiliation_strings":["CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France","Univ. Lille, CHU Lille, ULR 2694 - METRICS: Evaluation des Technologies de sante et des Pratiques medicales, 59000, Lille, France"],"affiliations":[{"raw_affiliation_string":"Univ. Lille, CHU Lille, ULR 2694 - METRICS: Evaluation des Technologies de sante et des Pratiques medicales, 59000, Lille, France","institution_ids":["https://openalex.org/I4387155751","https://openalex.org/I2279609970","https://openalex.org/I3018718406"]},{"raw_affiliation_string":"CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I3018718406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084375329","display_name":"Paul Andrey","orcid":"https://orcid.org/0000-0003-2390-6334"},"institutions":[{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Paul Andrey","raw_affiliation_strings":["CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France"],"affiliations":[{"raw_affiliation_string":"CHU Lille, INCLUDE: Integration Center of the Lille University Hospital for Data Exploration, 59000, Lille, France","institution_ids":["https://openalex.org/I3018718406","https://openalex.org/I2279609970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053450353","display_name":"Antoine Lamer","orcid":"https://orcid.org/0000-0002-9546-1808"},"institutions":[{"id":"https://openalex.org/I4387155751","display_name":"Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales","ror":"https://ror.org/01qygwc68","country_code":null,"type":"facility","lineage":["https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387155751"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antoine Lamer","raw_affiliation_strings":["Univ. Lille, CHU Lille, ULR 2694 - METRICS: Evaluation des Technologies de sante et des Pratiques medicales, 59000, Lille, France"],"affiliations":[{"raw_affiliation_string":"Univ. Lille, CHU Lille, ULR 2694 - METRICS: Evaluation des Technologies de sante et des Pratiques medicales, 59000, Lille, France","institution_ids":["https://openalex.org/I4387155751","https://openalex.org/I2279609970","https://openalex.org/I3018718406"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.951,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":8,"citation_normalized_percentile":{"value":0.744604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":85},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9967,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9967,"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/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9436,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.922,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biostatistics","display_name":"Biostatistics","score":0.70997715},{"id":"https://openalex.org/keywords/cornerstone","display_name":"Cornerstone","score":0.5377403}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7587193},{"id":"https://openalex.org/C140556311","wikidata":"https://www.wikidata.org/wiki/Q214746","display_name":"Biostatistics","level":3,"score":0.70997715},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.58011115},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5670066},{"id":"https://openalex.org/C2780616401","wikidata":"https://www.wikidata.org/wiki/Q1133673","display_name":"Cornerstone","level":2,"score":0.5377403},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47749516},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46700796},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.43794182},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4191408},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40750518},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3524007},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31809822},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14033067},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.10391232},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09828392},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D056808","descriptor_name":"Biostatistics","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200710","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200710","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-03110739","pdf_url":"https://inria.hal.science/hal-03110739/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03110739/file/SHTI-275-SHTI200710.pdf","pdf_url":"https://inria.hal.science/hal-03110739/file/SHTI-275-SHTI200710.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/57149","pdf_url":"https://lilloa.univ-lille.fr/bitstream/20.500.12210/57149/1/https%3a//hal.inria.fr/hal-03110739/document","source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":["Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-03110739/document","pdf_url":"https://hal.inria.fr/hal-03110739/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-03110739/file/SHTI-275-SHTI200710.pdf","pdf_url":"https://hal.inria.fr/hal-03110739/file/SHTI-275-SHTI200710.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33227756","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200710","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200710","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.74,"display_name":"Peace, justice, and strong institutions"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":7,"referenced_works":["https://openalex.org/W1593640066","https://openalex.org/W2608764892","https://openalex.org/W2617960902","https://openalex.org/W2767079719","https://openalex.org/W3011720109","https://openalex.org/W4205228770","https://openalex.org/W4294335537"],"related_works":["https://openalex.org/W4366496304","https://openalex.org/W4229004718","https://openalex.org/W2467225674","https://openalex.org/W2381386433","https://openalex.org/W2375906709","https://openalex.org/W2350669386","https://openalex.org/W2348913748","https://openalex.org/W2321083758","https://openalex.org/W2088111589","https://openalex.org/W1977389139"],"abstract_inverted_index":{"Biostatistics":[0],"and":[1,72,115,132],"machine":[2],"learning":[3,50],"have":[4],"been":[5],"the":[6,85,122,137],"cornerstone":[7],"of":[8,11,34],"a":[9,65,70,77],"variety":[10],"recent":[12],"developments":[13],"in":[14],"medicine.":[15],"In":[16,88,125],"order":[17],"to":[18,27,67,95],"gather":[19],"large":[20],"enough":[21],"datasets,":[22],"it":[23,118],"is":[24],"often":[25],"necessary":[26],"set":[28],"up":[29],"multi-centric":[30],"studies;":[31],"yet,":[32],"centralization":[33],"measurements":[35],"can":[36],"be":[37],"difficult,":[38],"either":[39],"for":[40],"practical,":[41],"legal":[42],"or":[43],"ethical":[44],"reasons.":[45],"As":[46],"an":[47],"alternative,":[48],"federated":[49],"enables":[51],"leveraging":[52],"multiple":[53],"centers\u2019":[54],"data":[55],"without":[56],"actually":[57],"collating":[58],"them.":[59],"While":[60],"existing":[61],"works":[62],"generally":[63],"require":[64],"center":[66,83],"act":[68],"as":[69],"leader":[71],"coordinate":[73],"computations,":[74],"we":[75,91,127],"propose":[76],"fully":[78],"decentralized":[79],"framework":[80,94],"where":[81],"each":[82],"plays":[84],"same":[86],"role.":[87],"this":[89,93],"paper,":[90],"apply":[92],"logistic":[96],"regression,":[97],"including":[98],"confidence":[99],"intervals":[100],"computation.":[101],"We":[102],"test":[103],"our":[104],"algorithm":[105],"on":[106],"two":[107],"distinct":[108],"clinical":[109],"datasets":[110],"split":[111],"among":[112],"different":[113],"centers,":[114],"show":[116],"that":[117],"matches":[119],"results":[120],"from":[121],"centralized":[123],"framework.":[124],"addition,":[126],"discuss":[128],"possible":[129],"privacy":[130],"leaks":[131],"potential":[133],"protection":[134],"mechanisms,":[135],"paving":[136],"way":[138],"towards":[139],"further":[140],"research.":[141]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3109419039","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2024-12-15T08:48:31.120887","created_date":"2020-12-07"}