{"id":"https://openalex.org/W2808276888","doi":"https://doi.org/10.1109/vahc.2017.8387545","title":"Visual analytics for radiomics: Combining medical imaging with patient data for clinical research","display_name":"Visual analytics for radiomics: Combining medical imaging with patient data for clinical research","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2808276888","doi":"https://doi.org/10.1109/vahc.2017.8387545","mag":"2808276888"},"language":"en","primary_location":{"id":"doi:10.1109/vahc.2017.8387545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vahc.2017.8387545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Workshop on Visual Analytics in Healthcare (VAHC)","raw_type":"proceedings-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/A5090713275","display_name":"Andreas Bannach","orcid":null},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Andreas Bannach","raw_affiliation_strings":["Fraunhofer IGD, Darmstadt"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, Darmstadt","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078086722","display_name":"J\u00fcrgen Bernard","orcid":"https://orcid.org/0000-0001-8741-9709"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jurgen Bernard","raw_affiliation_strings":["GRIS, TU Darmstadt"],"affiliations":[{"raw_affiliation_string":"GRIS, TU Darmstadt","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103586531","display_name":"Florian Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Jung","raw_affiliation_strings":["Fraunhofer IGD, Darmstadt"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, Darmstadt","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032433963","display_name":"J\u00f6rn Kohlhammer","orcid":null},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorn Kohlhammer","raw_affiliation_strings":["Fraunhofer IGD, Darmstadt"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, Darmstadt","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025616122","display_name":"Thorsten May","orcid":"https://orcid.org/0000-0001-8027-2687"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thorsten May","raw_affiliation_strings":["Fraunhofer IGD, Darmstadt"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, Darmstadt","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076703927","display_name":"Kathrin Scheckenbach","orcid":"https://orcid.org/0000-0002-2899-4487"},"institutions":[{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kathrin Scheckenbach","raw_affiliation_strings":["Department of Otorhinolaryngology, Head and Neck Surgery, Heinrich Heine University, Dusseldorf"],"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology, Head and Neck Surgery, Heinrich Heine University, Dusseldorf","institution_ids":["https://openalex.org/I44260953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077049258","display_name":"Stefan Wesarg","orcid":null},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Wesarg","raw_affiliation_strings":["Fraunhofer IGD, Darmstadt"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, Darmstadt","institution_ids":["https://openalex.org/I3019423309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5090713275"],"corresponding_institution_ids":["https://openalex.org/I3019423309"],"apc_list":null,"apc_paid":null,"fwci":1.458,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.82536621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.996999979019165,"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/T13953","display_name":"Digital Imaging in Medicine","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/visual-analytics","display_name":"Visual analytics","score":0.6600709557533264},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.6161333918571472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5868650674819946},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.569825291633606},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5292255878448486},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4949473738670349},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.47090744972229004},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.4299386143684387},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.42433860898017883},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4230266511440277},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36835068464279175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23304057121276855},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.11202612519264221},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.11105197668075562}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6600709557533264},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.6161333918571472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5868650674819946},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.569825291633606},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5292255878448486},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4949473738670349},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.47090744972229004},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.4299386143684387},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.42433860898017883},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4230266511440277},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36835068464279175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23304057121276855},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11202612519264221},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.11105197668075562}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/vahc.2017.8387545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vahc.2017.8387545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Workshop on Visual Analytics in Healthcare (VAHC)","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-515128","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-515128.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IGD","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/401781","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/401781","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W30579322","https://openalex.org/W102520510","https://openalex.org/W783453938","https://openalex.org/W1496462336","https://openalex.org/W1536091370","https://openalex.org/W1574901103","https://openalex.org/W1585480907","https://openalex.org/W1600949175","https://openalex.org/W1772637819","https://openalex.org/W1799934227","https://openalex.org/W1966087765","https://openalex.org/W1987054640","https://openalex.org/W1998705278","https://openalex.org/W2011735049","https://openalex.org/W2033280468","https://openalex.org/W2035602559","https://openalex.org/W2039455098","https://openalex.org/W2058190445","https://openalex.org/W2058745787","https://openalex.org/W2061820835","https://openalex.org/W2087941944","https://openalex.org/W2099698084","https://openalex.org/W2100741257","https://openalex.org/W2103004421","https://openalex.org/W2111495777","https://openalex.org/W2121784101","https://openalex.org/W2122060742","https://openalex.org/W2123322679","https://openalex.org/W2123547897","https://openalex.org/W2128739912","https://openalex.org/W2130154693","https://openalex.org/W2134678736","https://openalex.org/W2138199375","https://openalex.org/W2149472792","https://openalex.org/W2159147775","https://openalex.org/W2167797188","https://openalex.org/W2170590026","https://openalex.org/W2240244444","https://openalex.org/W2297826358","https://openalex.org/W2531479711","https://openalex.org/W2552342083","https://openalex.org/W2558479113","https://openalex.org/W2591075930","https://openalex.org/W2613629945","https://openalex.org/W2620797441","https://openalex.org/W6689694330","https://openalex.org/W6697180670","https://openalex.org/W6738582196"],"related_works":["https://openalex.org/W2062940763","https://openalex.org/W2186032312","https://openalex.org/W2158984754","https://openalex.org/W3149127250","https://openalex.org/W2080934634","https://openalex.org/W4246764483","https://openalex.org/W2126824079","https://openalex.org/W2143428259","https://openalex.org/W2112083262","https://openalex.org/W4378086562"],"abstract_inverted_index":{"The":[0,82],"visualization":[1],"and":[2,42,58,67,78,89],"analysis":[3,66],"of":[4,19,55,72,108,126],"electronic":[5],"health":[6],"records":[7],"(EHRs)":[8],"are":[9,28],"becoming":[10],"increasingly":[11],"relevant":[12,124],"for":[13,86],"clinical":[14],"researchers.":[15,100],"While":[16],"the":[17,36,98,120,123,136,145],"digitization":[18],"medical":[20,53,64,99],"images":[21],"is":[22],"general":[23],"practice":[24],"today,":[25],"many":[26],"clinics":[27],"just":[29],"starting":[30],"to":[31,75,103,134,144],"build":[32],"up":[33],"database":[34,139],"with":[35,51,69,97],"related":[37],"patient":[38,40,73,80,91,138,147],"data,":[39],"histories,":[41],"treatment":[43],"outcomes.":[44],"This":[45,128],"paper":[46],"reports":[47],"on":[48,119],"a":[49,52,105,115,131],"project":[50,129],"group":[54],"ear,":[56],"nose,":[57],"throat":[59],"(ENT)":[60],"specialists.":[61],"It":[62],"combines":[63],"image":[65],"Radiomics":[68],"visual":[70,84],"analytics":[71],"data":[74,92],"build,":[76],"analyze,":[77],"evaluate":[79],"cohorts.":[81],"combined":[83],"interface":[85],"both":[87],"browsing":[88],"analyzing":[90],"was":[93],"developed":[94],"in":[95],"collaboration":[96],"In":[101],"addition":[102],"offering":[104],"new":[106,132],"way":[107],"cohort":[109],"building,":[110],"our":[111,150],"approach":[112],"also":[113],"provides":[114],"first":[116],"comprehensive":[117],"view":[118],"EHR,":[121],"including":[122],"anatomy":[125],"patients.":[127],"triggered":[130],"effort":[133],"extend":[135],"digitized":[137],"from":[140],"around":[141],"100":[142],"patients":[143],"entire":[146],"population":[148],"at":[149],"partner's":[151],"clinic.":[152]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}