{"id":"https://openalex.org/W2783702527","doi":"https://doi.org/10.1145/3154862.3154889","title":"Applying trajectory mining in medical image data","display_name":"Applying trajectory mining in medical image data","publication_year":2017,"publication_date":"2017-05-23","ids":{"openalex":"https://openalex.org/W2783702527","doi":"https://doi.org/10.1145/3154862.3154889","mag":"2783702527"},"language":"en","primary_location":{"id":"doi:10.1145/3154862.3154889","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3154862.3154889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare","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/A5073505219","display_name":"Roland Ellerweg","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Roland Ellerweg","raw_affiliation_strings":["Fraunhofer FIT, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030300808","display_name":"Katharina H\u00f6fer","orcid":"https://orcid.org/0000-0002-7472-9887"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Hofer","raw_affiliation_strings":["Fraunhofer FIT, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088230744","display_name":"Artur Khromov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Artur Khromov","raw_affiliation_strings":["Fraunhofer FIT, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016293101","display_name":"Peter Voigt","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125843","display_name":"University Hospital Leipzig","ror":"https://ror.org/028hv5492","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210125843"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Voigt","raw_affiliation_strings":["University Hospital Leipzig, Leipzig, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital Leipzig, Leipzig, Germany","institution_ids":["https://openalex.org/I4210125843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101623773","display_name":"Sebastian Fischer","orcid":"https://orcid.org/0000-0001-8687-9156"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]},{"id":"https://openalex.org/I4210132578","display_name":"University Hospital Frankfurt","ror":"https://ror.org/03f6n9m15","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210132578"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Fischer","raw_affiliation_strings":["University Hospital Frankfurt ,Frankfurt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital Frankfurt ,Frankfurt, Germany","institution_ids":["https://openalex.org/I4210132578","https://openalex.org/I114090438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.20096902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"11","issue":null,"first_page":"101","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/trajectory","display_name":"Trajectory","score":0.756649374961853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6757135391235352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49223700165748596},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.45132675766944885},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.450020432472229},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4468536972999573},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4269407391548157},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4222252070903778},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3801846206188202},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3496784567832947},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3366125226020813},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20331180095672607},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12666302919387817},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11198803782463074}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.756649374961853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757135391235352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49223700165748596},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.45132675766944885},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.450020432472229},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4468536972999573},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4269407391548157},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4222252070903778},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3801846206188202},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3496784567832947},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3366125226020813},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20331180095672607},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12666302919387817},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11198803782463074},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3154862.3154889","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3154862.3154889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-518618","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-518618.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 FIT","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/402306","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/402306","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":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W288194885","https://openalex.org/W1966169605","https://openalex.org/W1969952647","https://openalex.org/W2050925797","https://openalex.org/W2062231365","https://openalex.org/W2109182426","https://openalex.org/W2126194848","https://openalex.org/W2132968912","https://openalex.org/W2161581167","https://openalex.org/W2161686298","https://openalex.org/W2167686542","https://openalex.org/W2551273894","https://openalex.org/W2561675875","https://openalex.org/W2741587966"],"related_works":["https://openalex.org/W4323768008","https://openalex.org/W1941703695","https://openalex.org/W4248382324","https://openalex.org/W3131574667","https://openalex.org/W4360995134","https://openalex.org/W3023605104","https://openalex.org/W2039473718","https://openalex.org/W2387529410","https://openalex.org/W2383578611","https://openalex.org/W2987583674"],"abstract_inverted_index":{"During":[0],"evaluation":[1],"of":[2,63,69,76],"CT":[3],"or":[4,47],"MR":[5],"images":[6],"radiologists":[7],"navigate":[8],"through":[9],"a":[10,19,26,64,89],"volume":[11],"in":[12,15,83,91],"different":[13,57],"orientations":[14],"order":[16],"to":[17,59,87],"detect":[18],"disease.":[20],"While":[21],"doing":[22],"so,":[23],"they":[24],"leave":[25],"trail,":[27],"which":[28,84],"might":[29],"hold":[30],"valuable":[31],"information":[32],"for":[33,44],"other":[34],"clinicians.":[35],"Unfortunately,":[36],"current":[37],"systems":[38],"do":[39],"not":[40],"analyze":[41],"this":[42,51],"trail":[43,68,103],"certain":[45],"motions":[46],"potential":[48],"patterns.":[49],"In":[50],"work":[52],"we":[53,72],"developed":[54],"and":[55],"implemented":[56],"strategies":[58,78],"infer":[60],"the":[61,67,74,102],"manifestation":[62],"disease":[65],"from":[66,101],"inspection.":[70],"Furthermore":[71],"evaluate":[73],"effectiveness":[75],"these":[77],"by":[79],"conducting":[80],"an":[81],"experiment":[82],"clinicians":[85],"had":[86],"find":[88],"tumor":[90],"several":[92],"cases.":[93],"The":[94],"results":[95],"suggest":[96],"that":[97],"inferring":[98],"suspicious":[99],"areas":[100],"is":[104],"possible.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
