{"id":"https://openalex.org/W2739331095","doi":"https://doi.org/10.2312/eurova.20171118","title":"Subpopulation Discovery and Validation in Epidemiological Data","display_name":"Subpopulation Discovery and Validation in Epidemiological Data","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2739331095","doi":"https://doi.org/10.2312/eurova.20171118","mag":"2739331095"},"language":"en","primary_location":{"id":"doi:10.2312/eurova.20171118","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurova.20171118","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"type":"other","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/eurova.20171118","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041614639","display_name":"Shiva Alemzadeh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alemzadeh, Shiva","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020336474","display_name":"Tommy Hielscher","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hielscher, Tommy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069003426","display_name":"Uli Niemann","orcid":"https://orcid.org/0000-0001-9634-2248"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niemann, Uli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054805049","display_name":"Lena Cibulski","orcid":"https://orcid.org/0000-0002-8246-5746"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cibulski, Lena","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089998716","display_name":"Till Ittermann","orcid":"https://orcid.org/0000-0002-0154-7353"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ittermann, Till","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011709769","display_name":"Henry V\u00f6lzke","orcid":"https://orcid.org/0000-0001-7003-399X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V\u00f6lzke, Henry","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083456364","display_name":"Myra Spiliopoulou","orcid":"https://orcid.org/0000-0002-1828-5759"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Spiliopoulou, Myra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5034699298","display_name":"Bernhard Preim","orcid":"https://orcid.org/0000-0001-9826-9478"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Preim, Bernhard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.7982000112533569,"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"}},"topics":[{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.7982000112533569,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.7843000292778015,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.6953999996185303,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/epidemiology","display_name":"Epidemiology","score":0.46654343605041504},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41096821427345276},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3478327989578247},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2644515037536621}],"concepts":[{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.46654343605041504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41096821427345276},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3478327989578247},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2644515037536621},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2312/eurova.20171118","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurova.20171118","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null},{"id":"mag:2739331095","is_oa":false,"landing_page_url":"https://diglib.eg.org/handle/10.2312/eurova20171118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.2312/eurova.20171118","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurova.20171118","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1772637819"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"identifying":[2],"subpopulations":[3],"that":[4],"share":[5],"common":[6],"characteristics":[7],"(e.g.":[8],"alcohol":[9],"consumption)":[10],"to":[11,25,55],"explain":[12],"risk":[13],"factors":[14],"of":[15,68],"diseases":[16],"in":[17,72],"cohort":[18],"study":[19],"data,":[20],"we":[21,32],"used":[22],"subspace":[23,62],"clustering":[24],"discover":[26],"such":[27],"subpopulations.":[28],"In":[29,49],"this":[30],"paper,":[31],"describe":[33],"our":[34],"interactive":[35],"coordinated":[36],"multiple":[37],"view":[38],"system":[39],"Visual":[40],"Analytics":[41],"framework":[42],"S-ADVIsED":[43,52],"for":[44],"SubpopulAtion":[45],"Discovery":[46],"and":[47,57],"Validation":[48],"Epidemiological":[50],"Data.":[51],"enables":[53],"epidemiologists":[54],"explore":[56],"validate":[58],"findings":[59],"derived":[60],"from":[61],"clustering.":[63],"We":[64],"investigated":[65],"the":[66],"replication":[67],"a":[69],"selected":[70],"subpopulation":[71],"an":[73],"independent":[74],"population.":[75]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}