{"id":"https://openalex.org/W2622721620","doi":"https://doi.org/10.1186/s12911-017-0478-5","title":"Evaluating privacy-preserving record linkage using cryptographic long-term keys and multibit trees on large medical datasets","display_name":"Evaluating privacy-preserving record linkage using cryptographic long-term keys and multibit trees on large medical datasets","publication_year":2017,"publication_date":"2017-06-08","ids":{"openalex":"https://openalex.org/W2622721620","doi":"https://doi.org/10.1186/s12911-017-0478-5","mag":"2622721620","pmid":"https://pubmed.ncbi.nlm.nih.gov/28595638"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-017-0478-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-017-0478-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-017-0478-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-017-0478-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055284401","display_name":"Adrian Brown","orcid":"https://orcid.org/0000-0002-7514-8646"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Adrian P. Brown","raw_affiliation_strings":["Centre for Population Health Research, Curtin University, Western Australia, Kent Street, Bentley, Perth, Western Australia, 6102, Australia. adrian.brown@curtin.edu.au","Centre for Population Health Research, Curtin University, Western Australia, Kent Street, Bentley, Perth, Western Australia, 6102, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Population Health Research, Curtin University, Western Australia, Kent Street, Bentley, Perth, Western Australia, 6102, Australia. adrian.brown@curtin.edu.au","institution_ids":[]},{"raw_affiliation_string":"Centre for Population Health Research, Curtin University, Western Australia, Kent Street, Bentley, Perth, Western Australia, 6102, Australia","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102749773","display_name":"Christian Borgs","orcid":"https://orcid.org/0009-0003-7191-9276"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Borgs","raw_affiliation_strings":["University of Duisburg-Essen, German Record Linkage Center, Lotharstr. 65, Duisburg, 47057, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, German Record Linkage Center, Lotharstr. 65, Duisburg, 47057, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026306258","display_name":"Sean Randall","orcid":"https://orcid.org/0000-0002-2756-5090"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sean M. Randall","raw_affiliation_strings":["Centre for Population Health Research, Curtin University, Western Australia, Kent Street, Bentley, Perth, Western Australia, 6102, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Population Health Research, Curtin University, Western Australia, Kent Street, Bentley, Perth, Western Australia, 6102, Australia","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022560140","display_name":"Rainer Schnell","orcid":"https://orcid.org/0000-0001-7843-4974"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Schnell","raw_affiliation_strings":["University of Duisburg-Essen, German Record Linkage Center, Lotharstr. 65, Duisburg, 47057, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, German Record Linkage Center, Lotharstr. 65, Duisburg, 47057, Germany","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055284401"],"corresponding_institution_ids":["https://openalex.org/I205640436"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":3.7622,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93248945,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"17","issue":"1","first_page":"83","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.0052999998442828655,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.0017999999690800905,"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/computer-science","display_name":"Computer science","score":0.7825413942337036},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.6575117707252502},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6497737169265747},{"id":"https://openalex.org/keywords/record-linkage","display_name":"Record linkage","score":0.6075731515884399},{"id":"https://openalex.org/keywords/linkage","display_name":"Linkage (software)","score":0.5860967636108398},{"id":"https://openalex.org/keywords/bloom-filter","display_name":"Bloom filter","score":0.5636751651763916},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5607095956802368},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.527873694896698},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.46146920323371887},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4384641945362091},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3098394572734833},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21055397391319275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1607898473739624},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13911885023117065},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09004735946655273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7825413942337036},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.6575117707252502},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6497737169265747},{"id":"https://openalex.org/C142210648","wikidata":"https://www.wikidata.org/wiki/Q1266546","display_name":"Record linkage","level":3,"score":0.6075731515884399},{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.5860967636108398},{"id":"https://openalex.org/C147224247","wikidata":"https://www.wikidata.org/wiki/Q885373","display_name":"Bloom filter","level":2,"score":0.5636751651763916},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5607095956802368},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.527873694896698},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.46146920323371887},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4384641945362091},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3098394572734833},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21055397391319275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1607898473739624},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13911885023117065},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09004735946655273},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001315","descriptor_name":"Australia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001315","descriptor_name":"Australia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001315","descriptor_name":"Australia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","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":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D008498","descriptor_name":"Medical Record Linkage","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.1186/s12911-017-0478-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-017-0478-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-017-0478-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:28595638","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28595638","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:539e9563e84f4b169fdc583331beaa69","is_oa":true,"landing_page_url":"https://doaj.org/article/539e9563e84f4b169fdc583331beaa69","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 17, Iss 1, Pp 1-7 (2017)","raw_type":"article"},{"id":"pmh:oai:duepublico2.uni-due.de:duepublico_mods_00045170","is_oa":true,"landing_page_url":"https://duepublico2.uni-due.de/receive/duepublico_mods_00045170","pdf_url":null,"source":{"id":"https://openalex.org/S4306400212","display_name":"DuEPublico (University of Duisburg-Essen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62318514","host_organization_name":"University of Duisburg-Essen","host_organization_lineage":["https://openalex.org/I62318514"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:article"},{"id":"pmh:oai:espace.curtin.edu.au:20.500.11937/53086","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11937/53086","pdf_url":null,"source":{"id":"https://openalex.org/S4306401790","display_name":"eSpace (Curtin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205640436","host_organization_name":"Curtin University","host_organization_lineage":["https://openalex.org/I205640436"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:4314690","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5465525","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/22707451","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Evaluating_privacy-preserving_record_linkage_using_cryptographic_long-term_keys_and_multibit_trees_on_large_medical_datasets/22707451","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-017-0478-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-017-0478-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-017-0478-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2622721620.pdf","grobid_xml":"https://content.openalex.org/works/W2622721620.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W17716330","https://openalex.org/W49600654","https://openalex.org/W151855835","https://openalex.org/W184798603","https://openalex.org/W1200633462","https://openalex.org/W1547556487","https://openalex.org/W1551636298","https://openalex.org/W1558536392","https://openalex.org/W1612155886","https://openalex.org/W1916258859","https://openalex.org/W1975549305","https://openalex.org/W1975600766","https://openalex.org/W1992346944","https://openalex.org/W1998600401","https://openalex.org/W2004002671","https://openalex.org/W2021679349","https://openalex.org/W2029128277","https://openalex.org/W2031250218","https://openalex.org/W2036216970","https://openalex.org/W2041866835","https://openalex.org/W2041936211","https://openalex.org/W2049856698","https://openalex.org/W2051144536","https://openalex.org/W2080291321","https://openalex.org/W2084280887","https://openalex.org/W2097768735","https://openalex.org/W2118353525","https://openalex.org/W2141965543","https://openalex.org/W2142074194","https://openalex.org/W2192710790","https://openalex.org/W2267992110","https://openalex.org/W2276180235","https://openalex.org/W2397871834","https://openalex.org/W2402933441","https://openalex.org/W2415367524","https://openalex.org/W2482683773","https://openalex.org/W2482751509","https://openalex.org/W2495443002","https://openalex.org/W2510261309","https://openalex.org/W2584260284","https://openalex.org/W2591706519","https://openalex.org/W2962684458","https://openalex.org/W3089052958"],"related_works":["https://openalex.org/W2606354411","https://openalex.org/W3022689928","https://openalex.org/W2487032012","https://openalex.org/W2211355040","https://openalex.org/W2808916796","https://openalex.org/W2176311362","https://openalex.org/W2989796854","https://openalex.org/W1501601012","https://openalex.org/W3088855600","https://openalex.org/W4206009022"],"abstract_inverted_index":{"BACKGROUND:":[0],"Integrating":[1],"medical":[2,19],"data":[3,103],"using":[4,101,129],"databases":[5],"from":[6,136],"different":[7],"sources":[8],"by":[9],"record":[10,59,139],"linkage":[11,60,144,156],"is":[12,69,104,251],"a":[13,111,133,211],"powerful":[14],"technique":[15,127],"increasingly":[16],"used":[17,43],"in":[18,94,158,206,214,226,236],"research.":[20],"Under":[21],"many":[22],"jurisdictions,":[23],"unique":[24],"personal":[25],"identifiers":[26],"needed":[27],"for":[28,57,92],"linking":[29],"the":[30,121,183,201,237,245],"records":[31,174],"are":[32,88],"unavailable.":[33],"Since":[34],"sensitive":[35],"attributes,":[36],"such":[37],"as":[38],"names,":[39],"have":[40,232],"to":[41,75,107,223,233,239],"be":[42,177,224,234],"instead,":[44],"privacy":[45,93,196],"regulations":[46],"usually":[47],"demand":[48],"encrypting":[49],"these":[50,99],"identifiers.":[51],"The":[52],"corresponding":[53],"set":[54],"of":[55,98,114,123,189,197,203,249],"techniques":[56,100],"privacy-preserving":[58],"(PPRL)":[61],"has":[62],"received":[63],"widespread":[64],"attention.":[65],"One":[66],"recent":[67],"method":[68],"based":[70],"on":[71,244],"Bloom":[72,82],"filters.":[73],"Due":[74],"superior":[76],"resilience":[77],"against":[78,132],"cryptographic":[79],"attacks,":[80],"composite":[81],"filters":[83],"(cryptographic":[84],"long-term":[85],"keys,":[86],"CLKs)":[87],"considered":[89,235],"best":[90],"practice":[91],"PPRL.":[95,241],"Real-world":[96],"performance":[97,122],"large-scale":[102],"unknown":[105],"up":[106],"now.":[108],"METHODS:":[109],"Using":[110],"large":[112,212],"subset":[113],"Australian":[115],"hospital":[116],"admission":[117],"data,":[118],"we":[119],"tested":[120],"an":[124],"innovative":[125],"PPRL":[126,166,184,198],"(CLKs":[128],"multibit":[130],"trees)":[131],"gold-standard":[134],"derived":[135],"clear-text":[137],"probabilistic":[138,155],"linkage.":[140],"Linkage":[141],"time":[142,170],"and":[143,148,162,208,210,217],"quality":[145],"(recall,":[146],"precision":[147,161,207],"F-measure)":[149],"were":[150],"evaluated.":[151],"RESULTS:":[152],"Clear":[153],"text":[154],"resulted":[157],"marginally":[159],"higher":[160],"recall":[163,209],"than":[164],"CLKs.":[165],"required":[167,186],"more":[168],"computing":[169],"but":[171,230],"5":[172],"million":[173],"could":[175],"still":[176],"de-duplicated":[178],"within":[179],"one":[180],"day.":[181],"However,":[182],"approach":[185],"fine":[187],"tuning":[188],"parameters.":[190],"CONCLUSIONS:":[191],"We":[192],"argue":[193],"that":[194],"increased":[195],"comes":[199],"with":[200],"price":[202],"small":[204],"losses":[205],"increase":[213],"computational":[215],"burden":[216],"setup":[218],"time.":[219],"These":[220],"costs":[221],"seem":[222],"acceptable":[225],"most":[227],"applied":[228],"settings,":[229],"they":[231],"decision":[238],"apply":[240],"Further":[242],"research":[243],"optimal":[246],"automatic":[247],"choice":[248],"parameters":[250],"needed.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
