{"id":"https://openalex.org/W2064654732","doi":"https://doi.org/10.1515/itit-2014-1071","title":"Image analysis in epidemiological applications","display_name":"Image analysis in epidemiological applications","publication_year":2015,"publication_date":"2015-01-30","ids":{"openalex":"https://openalex.org/W2064654732","doi":"https://doi.org/10.1515/itit-2014-1071","mag":"2064654732"},"language":"en","primary_location":{"id":"doi:10.1515/itit-2014-1071","is_oa":false,"landing_page_url":"https://doi.org/10.1515/itit-2014-1071","pdf_url":null,"source":{"id":"https://openalex.org/S4210229153","display_name":"it - Information Technology","issn_l":"1611-2776","issn":["1611-2776","2196-7032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"it - Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108506294","display_name":"Klaus D. Toennies","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Klaus D. Toennies","raw_affiliation_strings":["Otto-von-Guericke-Universit\u00e4t, Magdeburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke-Universit\u00e4t, Magdeburg","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018912146","display_name":"Oliver Gloger","orcid":"https://orcid.org/0000-0002-0791-4273"},"institutions":[{"id":"https://openalex.org/I36522303","display_name":"Universit\u00e4t Greifswald","ror":"https://ror.org/00r1edq15","country_code":"DE","type":"education","lineage":["https://openalex.org/I36522303"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Gloger","raw_affiliation_strings":["Ernst-Moritz-Arndt-Universit\u00e4t, Greifswald"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ernst-Moritz-Arndt-Universit\u00e4t, Greifswald","institution_ids":["https://openalex.org/I36522303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070560950","display_name":"Marko Rak","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marko Rak","raw_affiliation_strings":["Otto-von-Guericke-Universit\u00e4t, Magdeburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke-Universit\u00e4t, Magdeburg","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037459701","display_name":"Charlotte Winkler","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Charlotte Winkler","raw_affiliation_strings":["Otto-von-Guericke-Universit\u00e4t, Magdeburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke-Universit\u00e4t, Magdeburg","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007265753","display_name":"Paul Klemm","orcid":"https://orcid.org/0000-0002-5985-1737"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Paul Klemm","raw_affiliation_strings":["Otto-von-Guericke-Universit\u00e4t, Magdeburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke-Universit\u00e4t, Magdeburg","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034699298","display_name":"Bernhard Preim","orcid":"https://orcid.org/0000-0001-9826-9478"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard Preim","raw_affiliation_strings":["Otto-von-Guericke-Universit\u00e4t, Magdeburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke-Universit\u00e4t, Magdeburg","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011709769","display_name":"Henry V\u00f6lzke","orcid":"https://orcid.org/0000-0001-7003-399X"},"institutions":[{"id":"https://openalex.org/I36522303","display_name":"Universit\u00e4t Greifswald","ror":"https://ror.org/00r1edq15","country_code":"DE","type":"education","lineage":["https://openalex.org/I36522303"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Henry V\u00f6lzke","raw_affiliation_strings":["Ernst-Moritz-Arndt-Universit\u00e4t, Greifswald"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ernst-Moritz-Arndt-Universit\u00e4t, Greifswald","institution_ids":["https://openalex.org/I36522303"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5108506294"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":null,"apc_paid":null,"fwci":2.2259,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90387124,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"57","issue":"1","first_page":"22","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.7781000137329102,"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":0.7781000137329102,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.7534999847412109,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/comparability","display_name":"Comparability","score":0.865744948387146},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.6802018880844116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6516231298446655},{"id":"https://openalex.org/keywords/epidemiology","display_name":"Epidemiology","score":0.5193080306053162},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47021105885505676},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45845240354537964},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45206037163734436},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3603248596191406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3324073553085327},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21902379393577576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17895209789276123},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.13220566511154175}],"concepts":[{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.865744948387146},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.6802018880844116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6516231298446655},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.5193080306053162},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47021105885505676},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45845240354537964},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45206037163734436},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3603248596191406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3324073553085327},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21902379393577576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17895209789276123},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.13220566511154175},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/itit-2014-1071","is_oa":false,"landing_page_url":"https://doi.org/10.1515/itit-2014-1071","pdf_url":null,"source":{"id":"https://openalex.org/S4210229153","display_name":"it - Information Technology","issn_l":"1611-2776","issn":["1611-2776","2196-7032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"it - Information Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2418510145","https://openalex.org/W2623347760","https://openalex.org/W2012842278","https://openalex.org/W3034138874","https://openalex.org/W2743342830","https://openalex.org/W2362192218","https://openalex.org/W2347219288","https://openalex.org/W4285814174","https://openalex.org/W4293872997","https://openalex.org/W2606679797"],"abstract_inverted_index":{"Abstract":[0],"A":[1],"rising":[2],"number":[3],"of":[4,28,30,49,63],"epidemiological":[5],"studies":[6],"apply":[7],"imaging":[8],"technologies.":[9],"Images":[10],"are":[11,22,74],"not":[12],"features":[13,21],"themselves":[14],"but":[15],"provide":[16],"raw":[17],"data":[18,34],"from":[19,70],"which":[20],"extracted.":[23],"Different":[24],"to":[25,51],"other":[26],"applications":[27],"analysis":[29],"medical":[31],"images":[32],"the":[33,39,47,58],"is":[35],"analyzed":[36],"statistically":[37],"across":[38,65],"cohort.":[40],"It":[41],"results":[42,64],"in":[43],"unique":[44],"requirements":[45],"regarding":[46],"development":[48],"methods":[50],"efficiently":[52],"integrate":[53],"varying":[54],"domain":[55],"knowledge":[56],"into":[57],"process":[59],"without":[60],"compromising":[61],"comparability":[62],"subjects":[66],"or":[67],"time.":[68],"Examples":[69],"two":[71],"different":[72],"strategies":[73],"presented":[75],"and":[76],"discussed.":[77]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}