{"id":"https://openalex.org/W2255780740","doi":"https://doi.org/10.1007/s10916-016-0431-7","title":"Image De-Identification Methods for Clinical Research in the XDS Environment","display_name":"Image De-Identification Methods for Clinical Research in the XDS Environment","publication_year":2016,"publication_date":"2016-01-26","ids":{"openalex":"https://openalex.org/W2255780740","doi":"https://doi.org/10.1007/s10916-016-0431-7","mag":"2255780740","pmid":"https://pubmed.ncbi.nlm.nih.gov/26811074"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-016-0431-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-016-0431-7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10916-016-0431-7.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs10916-016-0431-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069527364","display_name":"Kadek Yota Ernanda Aryanto","orcid":"https://orcid.org/0000-0002-0368-890X"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"K. Y. E. Aryanto","raw_affiliation_strings":["Department of Radiology, Center for Medical Imaging - North East Netherlands (CMI-NEN), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands. k.y.e.aryanto@umcg.nl","Department of Radiology, Center for Medical Imaging - North East Netherlands (CMI-NEN), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Center for Medical Imaging - North East Netherlands (CMI-NEN), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands. k.y.e.aryanto@umcg.nl","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology, Center for Medical Imaging - North East Netherlands (CMI-NEN), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097316356","display_name":"G. van Kernebeek","orcid":null},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"G. van Kernebeek","raw_affiliation_strings":["Department of ICT, University Medical Center Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of ICT, University Medical Center Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089472163","display_name":"Berend Berendsen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Berendsen","raw_affiliation_strings":["Rogan Delft, Veenendaal, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Rogan Delft, Veenendaal, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080510963","display_name":"Matthijs Oudkerk","orcid":"https://orcid.org/0000-0003-2800-4110"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. Oudkerk","raw_affiliation_strings":["Department of Radiology, Center for Medical Imaging - North East Netherlands (CMI-NEN), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Center for Medical Imaging - North East Netherlands (CMI-NEN), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024082845","display_name":"Peter M. A. van Ooijen","orcid":"https://orcid.org/0000-0002-8995-1210"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P. M. A. van Ooijen","raw_affiliation_strings":["Department of Radiology, Center for Medical Imaging - North East Netherlands (CMI-NEN), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Center for Medical Imaging - North East Netherlands (CMI-NEN), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069527364"],"corresponding_institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":2.2086,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90408178,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"40","issue":"4","first_page":"83","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9944000244140625,"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/T10862","display_name":"AI in cancer detection","score":0.9944000244140625,"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/T11719","display_name":"Data Quality and Management","score":0.9810000061988831,"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/T11361","display_name":"Digital Radiography and Breast Imaging","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.8130052089691162},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7545912265777588},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5376632809638977},{"id":"https://openalex.org/keywords/dicom","display_name":"DICOM","score":0.4503558576107025},{"id":"https://openalex.org/keywords/image-sharing","display_name":"Image sharing","score":0.43850553035736084},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38858360052108765},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34419670701026917},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2844352722167969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.236404150724411}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.8130052089691162},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7545912265777588},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5376632809638977},{"id":"https://openalex.org/C77331912","wikidata":"https://www.wikidata.org/wiki/Q81095","display_name":"DICOM","level":2,"score":0.4503558576107025},{"id":"https://openalex.org/C2780639701","wikidata":"https://www.wikidata.org/wiki/Q354869","display_name":"Image sharing","level":3,"score":0.43850553035736084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38858360052108765},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34419670701026917},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2844352722167969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.236404150724411},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000068240","descriptor_name":"Data Anonymization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068240","descriptor_name":"Data Anonymization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068240","descriptor_name":"Data Anonymization","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":false},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003219","descriptor_name":"Confidentiality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","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":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D066275","descriptor_name":"Health Information Exchange","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066275","descriptor_name":"Health Information Exchange","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066275","descriptor_name":"Health Information Exchange","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1007/s10916-016-0431-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-016-0431-7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10916-016-0431-7.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:26811074","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26811074","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":"Journal of medical systems","raw_type":null},{"id":"pmh:oai:pure.rug.nl:publications/9d36f79a-68a1-4cf5-9dad-93fb793d7891","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/9d36f79a-68a1-4cf5-9dad-93fb793d7891","pdf_url":"https://pure.rug.nl/ws/files/41174438/Image_De_Identification_Methods_for_Clinical_Research_in_the_XDS_Environment.pdf","source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Aryanto, K Y E, van Kernebeek, G, Berendsen, B, Oudkerk, M & van Ooijen, P M A 2016, 'Image De-Identification Methods for Clinical Research in the XDS Environment', Journal of Medical Systems, vol. 40, no. 4, 83. https://doi.org/10.1007/s10916-016-0431-7","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:4728177","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4728177","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"J Med Syst","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10916-016-0431-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-016-0431-7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10916-016-0431-7.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2833658882","display_name":null,"funder_award_id":"104002003","funder_id":"https://openalex.org/F4320321007","funder_display_name":"ZonMw"}],"funders":[{"id":"https://openalex.org/F4320321007","display_name":"ZonMw","ror":"https://ror.org/01yaj9a77"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2255780740.pdf","grobid_xml":"https://content.openalex.org/works/W2255780740.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1975879148","https://openalex.org/W1976521611","https://openalex.org/W1986849830","https://openalex.org/W2004956928","https://openalex.org/W2016085146","https://openalex.org/W2020494068","https://openalex.org/W2057947771","https://openalex.org/W2067469848","https://openalex.org/W2118382199","https://openalex.org/W2125749131","https://openalex.org/W2128232860","https://openalex.org/W2128816302","https://openalex.org/W2149068264","https://openalex.org/W2485092916","https://openalex.org/W2503550904","https://openalex.org/W4230722671"],"related_works":["https://openalex.org/W2352944256","https://openalex.org/W2528730528","https://openalex.org/W2358954258","https://openalex.org/W2376146719","https://openalex.org/W2355550873","https://openalex.org/W2370879019","https://openalex.org/W1513288651","https://openalex.org/W1543637057","https://openalex.org/W2351853078","https://openalex.org/W4224278314"],"abstract_inverted_index":{"To":[0],"investigate":[1],"possible":[2],"de-identification":[3,67,182,208],"methodologies":[4,59],"within":[5,44,71,87,92,106,161,183],"the":[6,36,55,88,93,98,107,119,122,157,162,170,174,184,190,194,201,210],"Cross-Enterprise":[7],"Document":[8,94,99,102,108,158,163,185],"Sharing":[9],"for":[10,20,76],"imaging":[11],"(XDS-I)":[12],"environment":[13,74],"in":[14,84,145],"order":[15],"to":[16,40,62,118,124,132,169,180,200],"provide":[17],"strengthened":[18],"support":[19],"image":[21],"data":[22,152],"exchange":[23],"as":[24],"part":[25,53],"of":[26,54,121,193,196],"clinical":[27],"research":[28],"projects.":[29],"De-identification,":[30],"using":[31],"anonymization":[32],"or":[33],"pseudonymization,":[34],"is":[35,49,177],"most":[37],"common":[38],"method":[39,111,141],"perform":[41,181],"information":[42],"removal":[43],"DICOM":[45],"data.":[46],"However,":[47],"it":[48,176,188],"not":[50],"a":[51,113],"standard":[52],"XDS-I":[56,89],"profiles.":[57],"Different":[58],"were":[60],"observed":[61],"define":[63],"how":[64],"and":[65,101,104,135,139],"where":[66],"should":[68],"take":[69],"place":[70],"an":[72],"XDS":[73],"used":[75],"scientific":[77],"research.":[78],"De-identification":[79,160],"service":[80],"can":[81],"be":[82],"placed":[83],"three":[85],"locations":[86],"framework:":[90],"1)":[91],"Source,":[95],"2)":[96],"between":[97],"Source":[100,164],"Consumer,":[103],"3)":[105],"Consumer.":[109],"First":[110],"has":[112,128,165,189],"potential":[114],"advantage":[115],"with":[116,130,149],"respect":[117,131],"exposure":[120,195],"images":[123,204],"outside":[125],"systems":[126],"but":[127],"drawbacks":[129],"additional":[133],"hardware":[134],"configuration":[136],"requirements.":[137],"Second":[138],"third":[140],"have":[142],"big":[143],"concern":[144],"exposing":[146],"original":[147],"documents":[148],"all":[150],"identifiable":[151],"being":[153],"intact":[154],"after":[155],"leaving":[156],"Source.":[159],"more":[166],"advantages":[167],"compared":[168],"other":[171],"methods.":[172],"On":[173],"contrary,":[175],"less":[178],"recommended":[179],"Consumer":[186],"since":[187],"highest":[191],"risk":[192],"patients":[197],"identity":[198],"due":[199],"fact":[202],"that":[203],"are":[205],"exposed":[206],"without":[207],"during":[209],"transfers.":[211]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
