{"id":"https://openalex.org/W2518607818","doi":"https://doi.org/10.1109/icip.2016.7533137","title":"Global and local anomaly detectors for tumor segmentation in dynamic pet acquisitions","display_name":"Global and local anomaly detectors for tumor segmentation in dynamic pet acquisitions","publication_year":2016,"publication_date":"2016-08-17","ids":{"openalex":"https://openalex.org/W2518607818","doi":"https://doi.org/10.1109/icip.2016.7533137","mag":"2518607818"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2016.7533137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2016.7533137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2318/1610112","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076436681","display_name":"Francesco Verdoja","orcid":"https://orcid.org/0000-0002-9551-6186"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"F. Verdoja","raw_affiliation_strings":["Computer Science dept, Universit\u00e0 degli Studi di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science dept, Universit\u00e0 degli Studi di Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077253798","display_name":"Barbara Bonaf\u00e8","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"B. Bonafe","raw_affiliation_strings":["Computer Science dept, Universit\u00e0 degli Studi di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science dept, Universit\u00e0 degli Studi di Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077012461","display_name":"Davide Cavagnino","orcid":"https://orcid.org/0000-0003-4981-0285"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Cavagnino","raw_affiliation_strings":["Computer Science dept, Universit\u00e0 degli Studi di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science dept, Universit\u00e0 degli Studi di Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079141778","display_name":"Marco Grangetto","orcid":"https://orcid.org/0000-0002-2709-7864"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Grangetto","raw_affiliation_strings":["Computer Science dept, Universit\u00e0 degli Studi di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science dept, Universit\u00e0 degli Studi di Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056090182","display_name":"Christian Bracco","orcid":"https://orcid.org/0000-0002-6741-238X"},"institutions":[{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210151091","display_name":"Candiolo Cancer Institute","ror":"https://ror.org/04wadq306","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210151091","https://openalex.org/I4210153126","https://openalex.org/I4210167100"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. Bracco","raw_affiliation_strings":["Medical Physics dept, IRCCS-FPO, Candiolo, TO, Italy"],"affiliations":[{"raw_affiliation_string":"Medical Physics dept, IRCCS-FPO, Candiolo, TO, Italy","institution_ids":["https://openalex.org/I4210151091","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031846818","display_name":"T. Varetto","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210151091","display_name":"Candiolo Cancer Institute","ror":"https://ror.org/04wadq306","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210151091","https://openalex.org/I4210153126","https://openalex.org/I4210167100"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"T. Varetto","raw_affiliation_strings":["Nuclear Medicine dept, IRCCS-FPO, Candiolo, TO, Italy"],"affiliations":[{"raw_affiliation_string":"Nuclear Medicine dept, IRCCS-FPO, Candiolo, TO, Italy","institution_ids":["https://openalex.org/I4210151091","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056963735","display_name":"Manuela Racca","orcid":"https://orcid.org/0000-0002-9350-1239"},"institutions":[{"id":"https://openalex.org/I4210151091","display_name":"Candiolo Cancer Institute","ror":"https://ror.org/04wadq306","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210151091","https://openalex.org/I4210153126","https://openalex.org/I4210167100"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Racca","raw_affiliation_strings":["Nuclear Medicine dept, IRCCS-FPO, Candiolo, TO, Italy"],"affiliations":[{"raw_affiliation_string":"Nuclear Medicine dept, IRCCS-FPO, Candiolo, TO, Italy","institution_ids":["https://openalex.org/I4210151091","https://openalex.org/I4210153126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049645251","display_name":"M. Stasi","orcid":"https://orcid.org/0000-0003-1294-0967"},"institutions":[{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210151091","display_name":"Candiolo Cancer Institute","ror":"https://ror.org/04wadq306","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210151091","https://openalex.org/I4210153126","https://openalex.org/I4210167100"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Stasi","raw_affiliation_strings":["Medical Physics dept, IRCCS-FPO, Candiolo, TO, Italy"],"affiliations":[{"raw_affiliation_string":"Medical Physics dept, IRCCS-FPO, Candiolo, TO, Italy","institution_ids":["https://openalex.org/I4210151091","https://openalex.org/I4210153126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5076436681"],"corresponding_institution_ids":["https://openalex.org/I55143463"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13851725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"46","issue":null,"first_page":"4131","last_page":"4135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9977999925613403,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9977999925613403,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9950000047683716,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/anomaly-detection","display_name":"Anomaly detection","score":0.7560480833053589},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7480393052101135},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6438277959823608},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6391744613647461},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.6125258207321167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5971647500991821},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5863234996795654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5215772986412048},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36487701535224915},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32154011726379395},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1433441936969757}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7560480833053589},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7480393052101135},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6438277959823608},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6391744613647461},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.6125258207321167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5971647500991821},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5863234996795654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5215772986412048},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36487701535224915},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32154011726379395},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1433441936969757},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2016.7533137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2016.7533137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unito.it:2318/1610112","is_oa":true,"landing_page_url":"http://hdl.handle.net/2318/1610112","pdf_url":"http://hdl.handle.net/2318/1610112","source":{"id":"https://openalex.org/S4306400637","display_name":"Institutional Research Information System University of Turin (University of Turin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55143463","host_organization_name":"University of Turin","host_organization_lineage":["https://openalex.org/I55143463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unito.it:2318/1610112","is_oa":true,"landing_page_url":"http://hdl.handle.net/2318/1610112","pdf_url":"http://hdl.handle.net/2318/1610112","source":{"id":"https://openalex.org/S4306400637","display_name":"Institutional Research Information System University of Turin (University of Turin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55143463","host_organization_name":"University of Turin","host_organization_lineage":["https://openalex.org/I55143463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2518607818.pdf","grobid_xml":"https://content.openalex.org/works/W2518607818.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1903578561","https://openalex.org/W1940093082","https://openalex.org/W1972193165","https://openalex.org/W1974168705","https://openalex.org/W1978708231","https://openalex.org/W1991113069","https://openalex.org/W1993947467","https://openalex.org/W1997429901","https://openalex.org/W2007190462","https://openalex.org/W2012973816","https://openalex.org/W2013574253","https://openalex.org/W2017645341","https://openalex.org/W2038751328","https://openalex.org/W2043379292","https://openalex.org/W2043408616","https://openalex.org/W2047870694","https://openalex.org/W2048619131","https://openalex.org/W2074236261","https://openalex.org/W2077447874","https://openalex.org/W2093126921","https://openalex.org/W2097363333","https://openalex.org/W2130904218","https://openalex.org/W2141270601","https://openalex.org/W2142552707","https://openalex.org/W2152210952","https://openalex.org/W2152888071","https://openalex.org/W2161281052","https://openalex.org/W2165496688","https://openalex.org/W3021922582","https://openalex.org/W4229610855","https://openalex.org/W4239403073","https://openalex.org/W4321317560","https://openalex.org/W6639898254","https://openalex.org/W6640630033","https://openalex.org/W6682685428","https://openalex.org/W6683892790"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"explore":[4],"the":[5,27,64,86,89],"application":[6],"of":[7,73,88],"anomaly":[8,43,78],"detection":[9],"techniques":[10,84],"to":[11,56,82],"tumor":[12],"voxels":[13],"segmentation.":[14],"The":[15],"developed":[16],"algorithms":[17,54,66],"work":[18],"on":[19,26,69],"3-points":[20],"dynamic":[21],"FDG-PET":[22],"acquisitions":[23],"and":[24],"leverage":[25],"peculiar":[28],"anaerobic":[29],"metabolism":[30],"that":[31,77],"cancer":[32],"cells":[33],"experience":[34],"over":[35,51],"time.":[36],"A":[37],"few":[38],"different":[39,53],"global":[40],"or":[41],"local":[42],"detectors":[44,79],"are":[45,67,80],"discussed,":[46],"together":[47],"with":[48],"an":[49],"investigation":[50],"two":[52],"aiming":[55],"estimate":[57],"normal":[58],"tissues'":[59],"statistical":[60],"distribution.":[61],"Finally,":[62],"all":[63],"proposed":[65],"tested":[68],"a":[70],"dataset":[71],"composed":[72],"9":[74],"patients":[75],"proving":[76],"able":[81],"outperform":[83],"in":[85],"state":[87],"art.":[90]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}