{"id":"https://openalex.org/W2069870853","doi":"https://doi.org/10.1186/1471-2105-12-s3-s2","title":"A system for de-identifying medical message board text","display_name":"A system for de-identifying medical message board text","publication_year":2011,"publication_date":"2011-06-09","ids":{"openalex":"https://openalex.org/W2069870853","doi":"https://doi.org/10.1186/1471-2105-12-s3-s2","mag":"2069870853","pmid":"https://pubmed.ncbi.nlm.nih.gov/21658289"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-12-s3-s2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-12-s3-s2","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-12-S3-S2","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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 Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-12-S3-S2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055809060","display_name":"Adrian Benton","orcid":"https://orcid.org/0000-0003-3915-4085"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adrian Benton","raw_affiliation_strings":["University of Pennsylvania School of Medicine, Philadelphia, PA, USA. adrianb@mail.med.upenn.edu","University of Pennsylvania School of Medicine, Philadelphia, U.S"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, PA, USA. adrianb@mail.med.upenn.edu","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, U.S","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084077919","display_name":"Shawndra Hill","orcid":"https://orcid.org/0000-0003-1980-727X"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shawndra Hill","raw_affiliation_strings":["University of Pennsylvania, The Wharton School, Philadelphia, PA, U.S","University of Pennsylvania, The Wharton School, Philadelphia, U.S"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, The Wharton School, Philadelphia, PA, U.S","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"University of Pennsylvania, The Wharton School, Philadelphia, U.S","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044944954","display_name":"Lyle Ungar","orcid":"https://orcid.org/0000-0003-2047-1443"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lyle Ungar","raw_affiliation_strings":["University of Pennsylvania School of Engineering and Applied Science, Philadelphia, PA, U.S","University of Pennsylvania School of Engineering and Applied Science, Philadelphia, U.S"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania School of Engineering and Applied Science, Philadelphia, PA, U.S","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"University of Pennsylvania School of Engineering and Applied Science, Philadelphia, U.S","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030295784","display_name":"Annie Chung","orcid":"https://orcid.org/0009-0009-3833-8174"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Annie Chung","raw_affiliation_strings":["University of Pennsylvania School of Medicine, Philadelphia, PA, U.S","University of Pennsylvania School of Medicine, Philadelphia, U.S"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, PA, U.S","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, U.S","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043526096","display_name":"Charles E. Leonard","orcid":"https://orcid.org/0000-0002-5092-9657"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Leonard","raw_affiliation_strings":["University of Pennsylvania School of Medicine, Philadelphia, PA, U.S","University of Pennsylvania School of Medicine, Philadelphia, U.S"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, PA, U.S","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, U.S","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110180517","display_name":"C. Freeman","orcid":null},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cristin Freeman","raw_affiliation_strings":["University of Pennsylvania School of Medicine, Philadelphia, PA, U.S","University of Pennsylvania School of Medicine, Philadelphia, U.S"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, PA, U.S","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, U.S","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032708536","display_name":"John H. Holmes","orcid":"https://orcid.org/0000-0003-2167-3602"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John H Holmes","raw_affiliation_strings":["University of Pennsylvania School of Medicine, Philadelphia, PA, U.S","University of Pennsylvania School of Medicine, Philadelphia, U.S"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, PA, U.S","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"University of Pennsylvania School of Medicine, Philadelphia, U.S","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5055809060"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":2.001,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.86311245,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":"S3","first_page":"S2","last_page":"S2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9926000237464905,"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"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9926000237464905,"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/T10350","display_name":"Electronic Health Records Systems","score":0.982200026512146,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9745000004768372,"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":0.5515102744102478},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.48629459738731384},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.45610174536705017},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37720656394958496},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33789318799972534},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.30684056878089905},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.24457740783691406},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.11062905192375183},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.08579730987548828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5515102744102478},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.48629459738731384},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.45610174536705017},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37720656394958496},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33789318799972534},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.30684056878089905},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.24457740783691406},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.11062905192375183},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.08579730987548828}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","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":"D009275","descriptor_name":"Names","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009275","descriptor_name":"Names","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009275","descriptor_name":"Names","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012944","descriptor_name":"Social Support","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012944","descriptor_name":"Social Support","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012944","descriptor_name":"Social Support","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/1471-2105-12-s3-s2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-12-s3-s2","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-12-S3-S2","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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 Bioinformatics","raw_type":"journal-article"},{"id":"pmid:21658289","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21658289","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 bioinformatics","raw_type":null},{"id":"pmh:oai:repository.upenn.edu:oid_papers-1013","is_oa":true,"landing_page_url":"https://repository.upenn.edu/oid_papers/279","pdf_url":"https://repository.upenn.edu/bitstreams/a4e903bc-2690-49fa-8c66-98eccd80e51a/download","source":{"id":"https://openalex.org/S4306402083","display_name":"ScholarlyCommons (University of Pennsylvania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79576946","host_organization_name":"University of Pennsylvania","host_organization_lineage":["https://openalex.org/I79576946"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Operations, Information and Decisions Papers","raw_type":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3111588","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3111588","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-12-s3-s2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-12-s3-s2","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-12-S3-S2","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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 Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1445866197","display_name":null,"funder_award_id":"RC1LM010342","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G2881870213","display_name":null,"funder_award_id":"RR024132","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4965831177","display_name":null,"funder_award_id":"KL2RR024132","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2069870853.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W302317711","https://openalex.org/W1034019924","https://openalex.org/W1262131959","https://openalex.org/W1482032864","https://openalex.org/W1540056032","https://openalex.org/W1995228216","https://openalex.org/W2007894602","https://openalex.org/W2012466471","https://openalex.org/W2020278455","https://openalex.org/W2022188970","https://openalex.org/W2040885005","https://openalex.org/W2045881275","https://openalex.org/W2056354103","https://openalex.org/W2072887480","https://openalex.org/W2096765155","https://openalex.org/W2143017621","https://openalex.org/W2147880316","https://openalex.org/W2160987310","https://openalex.org/W2161880183","https://openalex.org/W2162800060"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2082860237","https://openalex.org/W2119695867","https://openalex.org/W2130076355","https://openalex.org/W1990804418","https://openalex.org/W1993764875","https://openalex.org/W2046158694","https://openalex.org/W2788277189","https://openalex.org/W2013243191","https://openalex.org/W2117258802"],"abstract_inverted_index":{"There":[0],"are":[1,86],"millions":[2],"of":[3,20,38,50,61,64,103,120,128,138],"public":[4],"posts":[5,29,91,96,112,141],"to":[6,33,46,74,110,134],"medical":[7,21,51],"message":[8,90,116,139,156],"boards":[9],"by":[10],"users":[11],"seeking":[12],"support":[13],"and":[14,41,107,118,163,180],"information":[15],"on":[16,153,160,165],"a":[17,35,114,132],"wide":[18],"range":[19],"conditions.":[22],"It":[23],"has":[24],"been":[25,185],"shown":[26],"that":[27,72,169],"these":[28,65],"can":[30],"be":[31,75],"used":[32,81],"gain":[34],"greater":[36],"understanding":[37],"patients'":[39],"experiences":[40],"concerns.":[42],"As":[43],"investigators":[44],"continue":[45],"explore":[47],"large":[48],"corpora":[49],"discussion":[52],"board":[53,140,157],"data":[54],"for":[55,82,187],"research":[56],"purposes,":[57],"protecting":[58],"the":[59,62,95,121,136,146],"privacy":[60],"members":[63],"online":[66],"communities":[67],"becomes":[68],"an":[69],"important":[70],"challenge":[71],"needs":[73],"met.":[76],"Extant":[77],"entity":[78,178],"recognition":[79,179],"methods":[80],"more":[83,188],"structured":[84,189],"text":[85,190],"not":[87],"sufficient":[88],"because":[89],"present":[92],"additional":[93],"challenges:":[94],"contain":[97],"many":[98],"typographical":[99],"errors,":[100],"larger":[101],"variety":[102],"possible":[104],"names,":[105],"terms":[106],"abbreviations":[108],"specific":[109],"Internet":[111],"or":[113,198],"particular":[115],"board,":[117],"mentions":[119],"authors'":[122],"personal":[123],"lives.":[124],"The":[125],"main":[126],"contribution":[127],"this":[129],"paper":[130],"is":[131],"system":[133,152],"de-identify":[135],"authors":[137],"automatically,":[142],"taking":[143],"into":[144],"account":[145],"aforementioned":[147],"challenges.":[148],"We":[149,167],"demonstrate":[150],"our":[151,170],"two":[154],"different":[155],"corpora,":[158],"one":[159],"breast":[161],"cancer":[162],"another":[164],"arthritis.":[166],"show":[168],"approach":[171],"significantly":[172],"outperforms":[173],"other":[174],"publicly":[175],"available":[176],"named":[177],"de-identification":[181],"systems,":[182],"which":[183],"have":[184],"tuned":[186],"like":[191],"operative":[192],"reports,":[193,195],"pathology":[194],"discharge":[196],"summaries,":[197],"newswire.":[199]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
