{"id":"https://openalex.org/W4384517957","doi":"https://doi.org/10.1109/cbms58004.2023.00330","title":"An Automatic Tool Performing Functional Analysis in MR Urography in Children","display_name":"An Automatic Tool Performing Functional Analysis in MR Urography in Children","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4384517957","doi":"https://doi.org/10.1109/cbms58004.2023.00330"},"language":"en","primary_location":{"id":"doi:10.1109/cbms58004.2023.00330","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cbms58004.2023.00330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)","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/A5082704176","display_name":"Elena Vincenzi","orcid":"https://orcid.org/0000-0002-2384-7816"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Elena Vincenzi","raw_affiliation_strings":["University of Genoa,DIBRIS,Genoa,Italy","DIBRIS, University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Genoa,DIBRIS,Genoa,Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"DIBRIS, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027729180","display_name":"Alice Fantazzini","orcid":"https://orcid.org/0000-0001-5688-9003"},"institutions":[{"id":"https://openalex.org/I4210157111","display_name":"Camelot Biomedical Systems (Italy)","ror":"https://ror.org/04pjbp005","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210157111"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alice Fantazzini","raw_affiliation_strings":["Camelot Biomedical Systems S.r.l.,Genoa,Italy","Camelot Biomedical Systems S.r.l., Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"Camelot Biomedical Systems S.r.l.,Genoa,Italy","institution_ids":["https://openalex.org/I4210157111"]},{"raw_affiliation_string":"Camelot Biomedical Systems S.r.l., Genoa, Italy","institution_ids":["https://openalex.org/I4210157111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109623377","display_name":"Martina Gulino","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157111","display_name":"Camelot Biomedical Systems (Italy)","ror":"https://ror.org/04pjbp005","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210157111"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martina Gulino","raw_affiliation_strings":["Camelot Biomedical Systems S.r.l.,Genoa,Italy","Camelot Biomedical Systems S.r.l., Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"Camelot Biomedical Systems S.r.l.,Genoa,Italy","institution_ids":["https://openalex.org/I4210157111"]},{"raw_affiliation_string":"Camelot Biomedical Systems S.r.l., Genoa, Italy","institution_ids":["https://openalex.org/I4210157111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092483481","display_name":"Simone Manini","orcid":null},"institutions":[{"id":"https://openalex.org/I11039511","display_name":"University of Bergamo","ror":"https://ror.org/02mbd5571","country_code":"IT","type":"education","lineage":["https://openalex.org/I11039511"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Manini","raw_affiliation_strings":["Dicom Vision S.r.l.,Bergamo,Italy","Dicom Vision S.r.l., Bergamo, Italy"],"affiliations":[{"raw_affiliation_string":"Dicom Vision S.r.l.,Bergamo,Italy","institution_ids":["https://openalex.org/I11039511"]},{"raw_affiliation_string":"Dicom Vision S.r.l., Bergamo, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036620304","display_name":"Alessandro Verri","orcid":"https://orcid.org/0000-0001-9777-9986"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Verri","raw_affiliation_strings":["University of Genoa,MaLGa-DIBRIS,Genoa,Italy","MaLGa-DIBRIS, University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Genoa,MaLGa-DIBRIS,Genoa,Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"MaLGa-DIBRIS, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032083229","display_name":"Francesca Odone","orcid":"https://orcid.org/0000-0002-3463-2263"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Odone","raw_affiliation_strings":["University of Genoa,MaLGa-DIBRIS,Genoa,Italy","MaLGa-DIBRIS, University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Genoa,MaLGa-DIBRIS,Genoa,Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"MaLGa-DIBRIS, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101899894","display_name":"Luca Basso","orcid":"https://orcid.org/0000-0003-0289-8283"},"institutions":[{"id":"https://openalex.org/I2801463291","display_name":"Istituto Giannina Gaslini","ror":"https://ror.org/0424g0k78","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2801463291","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Basso","raw_affiliation_strings":["IRCCS Istituto Giannina Gaslini,Department of Diagnostic Imaging,Genoa,Italy","Department of Diagnostic Imaging, IRCCS Istituto Giannina Gaslini, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Istituto Giannina Gaslini,Department of Diagnostic Imaging,Genoa,Italy","institution_ids":["https://openalex.org/I2801463291"]},{"raw_affiliation_string":"Department of Diagnostic Imaging, IRCCS Istituto Giannina Gaslini, Genoa, Italy","institution_ids":["https://openalex.org/I2801463291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066474423","display_name":"Maria Beatrice Damasio","orcid":"https://orcid.org/0000-0001-6737-1090"},"institutions":[{"id":"https://openalex.org/I2801463291","display_name":"Istituto Giannina Gaslini","ror":"https://ror.org/0424g0k78","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2801463291","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Beatrice Damasio","raw_affiliation_strings":["IRCCS Istituto Giannina Gaslini,Department of Diagnostic Imaging,Genoa,Italy","Department of Diagnostic Imaging, IRCCS Istituto Giannina Gaslini, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Istituto Giannina Gaslini,Department of Diagnostic Imaging,Genoa,Italy","institution_ids":["https://openalex.org/I2801463291"]},{"raw_affiliation_string":"Department of Diagnostic Imaging, IRCCS Istituto Giannina Gaslini, Genoa, Italy","institution_ids":["https://openalex.org/I2801463291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039222038","display_name":"Curzio Basso","orcid":"https://orcid.org/0000-0001-6364-6544"},"institutions":[{"id":"https://openalex.org/I4210157111","display_name":"Camelot Biomedical Systems (Italy)","ror":"https://ror.org/04pjbp005","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210157111"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Curzio Basso","raw_affiliation_strings":["Camelot Biomedical Systems S.r.l.,Genoa,Italy","Camelot Biomedical Systems S.r.l., Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"Camelot Biomedical Systems S.r.l.,Genoa,Italy","institution_ids":["https://openalex.org/I4210157111"]},{"raw_affiliation_string":"Camelot Biomedical Systems S.r.l., Genoa, Italy","institution_ids":["https://openalex.org/I4210157111"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5082704176"],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13787176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"845","last_page":"851"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11174","display_name":"Pediatric Urology and Nephrology Studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11174","display_name":"Pediatric Urology and Nephrology Studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11885","display_name":"MRI in cancer diagnosis","score":0.995199978351593,"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/T11815","display_name":"Urological Disorders and Treatments","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2748","display_name":"Urology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6658908128738403},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6264786124229431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5125651359558105},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5044177770614624},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4689673185348511},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.19378292560577393},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16379836201667786}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6658908128738403},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6264786124229431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5125651359558105},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5044177770614624},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4689673185348511},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.19378292560577393},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16379836201667786},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cbms58004.2023.00330","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cbms58004.2023.00330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/1144015","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1144015","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1996784431","https://openalex.org/W2002961369","https://openalex.org/W2025214966","https://openalex.org/W2026839286","https://openalex.org/W2046457207","https://openalex.org/W2049195364","https://openalex.org/W2060931461","https://openalex.org/W2084555956","https://openalex.org/W2092078486","https://openalex.org/W2100892516","https://openalex.org/W2109373234","https://openalex.org/W2147555557","https://openalex.org/W2798122215"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W4388446985"],"abstract_inverted_index":{"Magnetic":[0],"Resonance":[1],"urography":[2],"(MRU)":[3],"can":[4,188],"be":[5,189],"used":[6,156,190],"to":[7,62,90,157,163],"evaluate":[8],"abnormalities":[9],"of":[10,19,45,101,117,136,208],"the":[11,17,64,92,95,147,165,213],"urinary":[12],"tract":[13],"in":[14,168,219],"children,":[15],"with":[16],"advantage":[18],"being":[20],"a":[21,58,114,133,179],"non-invasive":[22],"technique":[23],"and":[24,28,47,49,77,84,122,129,132,141,149,160,205],"allowing":[25],"both":[26],"morphologic":[27],"functional":[29,65,96,161],"assessments.":[30],"Today,":[31],"MRU":[32,66],"analysis":[33,207],"is":[34],"usually":[35],"performed":[36],"using":[37,110],"semi-automatic":[38],"software":[39],"that":[40,186,198],"typically":[41],"requires":[42],"manual":[43],"segmentation":[44,79,100],"kidney":[46,76],"pelvis":[48,78,151],"other":[50],"time-consuming":[51],"interactions.":[52],"In":[53],"this":[54,199],"work,":[55],"we":[56],"propose":[57],"deep":[59],"learning":[60],"approach":[61,174],"automatize":[63],"analysis.":[67,171],"Our":[68,195],"pipeline":[69],"first":[70],"employs":[71],"an":[72,86],"Attention":[73],"U-Net":[74],"for":[75,127,146,203,215],"on":[80,94,107],"morphological":[81,102,159],"magnetic":[82],"resonance":[83],"then":[85],"image":[87],"registration":[88],"process":[89],"align":[91],"segmentations":[93,154],"MR.":[97],"The":[98,172],"automatic":[99],"MR":[103],"has":[104,175],"been":[105,176],"tested":[106],"107":[108],"patients":[109],"cross":[111],"validation,":[112],"achieving":[113],"dice":[115,134],"score":[116,135],"<tex":[118,123,137,142],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[119,124,138,143],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{0.87}\\pm":[120],"\\mathbf{0.15}$</tex>":[121],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{0.91}\\pm":[125],"\\mathbf{0.11}$</tex>":[126],"left":[128,148],"right":[130,150],"kidney,":[131],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{0.75}\\pm":[139],"\\mathbf{0.24}$</tex>":[140],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{0.71}\\pm":[144],"\\mathbf{0.25}$</tex>":[145],"respectively.":[152],"These":[153],"are":[155],"extract":[158],"parameters":[162],"assess":[164],"urinary-tract":[166],"function":[167],"children":[169,209],"undergoing":[170],"proposed":[173],"integrated":[177],"into":[178],"commercial":[180],"web":[181],"viewer":[182],"(DicomVision":[183],"0.18.3)":[184],"so":[185],"it":[187],"easily":[191],"by":[192],"clinical":[193,220],"staff.":[194],"tests":[196],"demonstrate":[197],"automated":[200],"tool":[201],"allows":[202],"rapid":[204],"comprehensive":[206],"MRU,":[210],"thus":[211],"laying":[212],"pave":[214],"its":[216],"wider":[217],"exploitation":[218],"routines.":[221]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
