{"id":"https://openalex.org/W4292387639","doi":"https://doi.org/10.1109/civemsa53371.2022.9853677","title":"Biliary Atresia Detection Using Color Clustering and Nearest Neighbor Classification: A User Interactive Approach","display_name":"Biliary Atresia Detection Using Color Clustering and Nearest Neighbor Classification: A User Interactive Approach","publication_year":2022,"publication_date":"2022-06-15","ids":{"openalex":"https://openalex.org/W4292387639","doi":"https://doi.org/10.1109/civemsa53371.2022.9853677"},"language":"en","primary_location":{"id":"doi:10.1109/civemsa53371.2022.9853677","is_oa":false,"landing_page_url":"https://doi.org/10.1109/civemsa53371.2022.9853677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2434/924700","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031772222","display_name":"Angelo Genovese","orcid":"https://orcid.org/0000-0002-3683-4723"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Angelo Genovese","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano (MI),Italy,20133"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano (MI),Italy,20133","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076394777","display_name":"Xhuliano Bushi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xhuliano Bushi","raw_affiliation_strings":["Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132"],"affiliations":[{"raw_affiliation_string":"Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050927122","display_name":"Lorenzo D\u2019Antiga","orcid":"https://orcid.org/0000-0001-7150-3148"},"institutions":[{"id":"https://openalex.org/I4210106645","display_name":"Ospedale Papa Giovanni XXIII","ror":"https://ror.org/01savtv33","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210106645"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo D'Antiga","raw_affiliation_strings":["ASST Papa Giovanni XXIII,Bergamo (BG),Italy,24127"],"affiliations":[{"raw_affiliation_string":"ASST Papa Giovanni XXIII,Bergamo (BG),Italy,24127","institution_ids":["https://openalex.org/I4210106645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003108956","display_name":"Milena Lazzaroni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Milena Lazzaroni","raw_affiliation_strings":["Amici della Pediatria,Bergamo (BG),Italy,24127"],"affiliations":[{"raw_affiliation_string":"Amici della Pediatria,Bergamo (BG),Italy,24127","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043227648","display_name":"Gabriele Mawi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gabriele Mawi","raw_affiliation_strings":["Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132"],"affiliations":[{"raw_affiliation_string":"Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038766843","display_name":"Emanuele Nicastro","orcid":"https://orcid.org/0000-0002-4518-9375"},"institutions":[{"id":"https://openalex.org/I4210106645","display_name":"Ospedale Papa Giovanni XXIII","ror":"https://ror.org/01savtv33","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210106645"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuele Nicastro","raw_affiliation_strings":["ASST Papa Giovanni XXIII,Bergamo (BG),Italy,24127"],"affiliations":[{"raw_affiliation_string":"ASST Papa Giovanni XXIII,Bergamo (BG),Italy,24127","institution_ids":["https://openalex.org/I4210106645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009147954","display_name":"Vincenzo Piuri","orcid":"https://orcid.org/0000-0003-3178-8198"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Piuri","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano (MI),Italy,20133"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano (MI),Italy,20133","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082352422","display_name":"Andrea Scocciolini","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrea Scocciolini","raw_affiliation_strings":["Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132"],"affiliations":[{"raw_affiliation_string":"Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004969615","display_name":"Fabio Scotti","orcid":"https://orcid.org/0000-0002-4277-3701"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Scotti","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano (MI),Italy,20133"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Milano,Department of Computer Science,Milano (MI),Italy,20133","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020863967","display_name":"Andrea Tomarelli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrea Tomarelli","raw_affiliation_strings":["Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132"],"affiliations":[{"raw_affiliation_string":"Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082157214","display_name":"Tommaso Vicarelli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tommaso Vicarelli","raw_affiliation_strings":["Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132"],"affiliations":[{"raw_affiliation_string":"Weedea Communication &#x0026; Coding Lab,Perugia (PG),Italy,06132","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5031772222"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":null,"apc_paid":null,"fwci":0.2153,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53741553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12460","display_name":"Pediatric Hepatobiliary Diseases and Treatments","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12460","display_name":"Pediatric Hepatobiliary Diseases and Treatments","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12150","display_name":"Intestinal Malrotation and Obstruction Disorders","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11294","display_name":"Infant Nutrition and Health","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6754773855209351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6195467710494995},{"id":"https://openalex.org/keywords/biliary-atresia","display_name":"Biliary atresia","score":0.5446162223815918},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5354443192481995},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5132203102111816},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4642276167869568},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4591291844844818},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4320123791694641},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.4231835603713989},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42222753167152405},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3607034385204315},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.22523435950279236},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10325947403907776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6754773855209351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6195467710494995},{"id":"https://openalex.org/C2779243279","wikidata":"https://www.wikidata.org/wiki/Q659033","display_name":"Biliary atresia","level":4,"score":0.5446162223815918},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5354443192481995},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5132203102111816},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4642276167869568},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4591291844844818},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4320123791694641},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.4231835603713989},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42222753167152405},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3607034385204315},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.22523435950279236},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10325947403907776},{"id":"https://openalex.org/C2779609443","wikidata":"https://www.wikidata.org/wiki/Q1368191","display_name":"Liver transplantation","level":3,"score":0.0},{"id":"https://openalex.org/C2911091166","wikidata":"https://www.wikidata.org/wiki/Q106419912","display_name":"Transplantation","level":2,"score":0.0},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/civemsa53371.2022.9853677","is_oa":false,"landing_page_url":"https://doi.org/10.1109/civemsa53371.2022.9853677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","raw_type":"proceedings-article"},{"id":"pmh:oai:air.unimi.it:2434/924700","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/924700","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":null,"raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:boa.unimib.it:10281/473860","is_oa":false,"landing_page_url":"https://hdl.handle.net/10281/473860","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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":{"id":"pmh:oai:air.unimi.it:2434/924700","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/924700","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":null,"raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1489608363","https://openalex.org/W1646376540","https://openalex.org/W2036416983","https://openalex.org/W2115328854","https://openalex.org/W2132549764","https://openalex.org/W2519348654","https://openalex.org/W3162323063","https://openalex.org/W3183597963","https://openalex.org/W3209430997","https://openalex.org/W3213719833","https://openalex.org/W4253250161"],"related_works":["https://openalex.org/W2063197266","https://openalex.org/W4235200404","https://openalex.org/W2369259247","https://openalex.org/W2417204630","https://openalex.org/W3032080386","https://openalex.org/W2590277529","https://openalex.org/W590186807","https://openalex.org/W4206785928","https://openalex.org/W1522196789","https://openalex.org/W1991262051"],"abstract_inverted_index":{"Biliary":[0],"Atresia":[1],"(BA)":[2],"refers":[3],"to":[4,20,27,84,97,136,186,200],"a":[5,39,64,92,133,156,160,206],"disease":[6],"that":[7,154],"mostly":[8],"affects":[9],"newborns":[10],"by":[11,127],"partially":[12],"obstructing":[13],"the":[14,18,21,24,29,36,51,55,58,61,76,82,89,95,103,112,124,128,138,145,149,166,169,171,175,182,191,197,202,213,216],"bile":[15,26],"ducts":[16],"from":[17],"liver":[19,30],"intestines,":[22],"causing":[23],"trapped":[25],"damage":[28],"itself":[31],"and":[32,99,118,159,184,188,194],"often":[33],"resulting":[34],"in":[35,75,148,168,177,209],"need":[37],"for":[38,116,151],"transplant.":[40],"To":[41,69],"detect":[42],"BA,":[43],"expert":[44],"personell":[45],"(e.g.,":[46,50],"pediatricians)":[47],"or":[48],"non-experts":[49],"parents)":[52],"usually":[53],"analyze":[54],"color":[56,67,105,172,183],"of":[57,63,88,94,215],"feces":[59],"with":[60,102],"help":[62],"reference":[65],"stool":[66,104],"card.":[68,106],"automate":[70],"this":[71,141],"process,":[72],"some":[73],"approaches":[74,109,167],"literature":[77,150],"proposed":[78],"smartphone":[79],"apps":[80],"enabling":[81],"parents":[83],"capture":[85],"an":[86],"image":[87,96,176],"feces,":[90],"select":[91],"point":[93],"analyze,":[98],"compare":[100],"it":[101],"However,":[107],"such":[108],"consider":[110,190],"only":[111,196],"local":[113,198],"pixel":[114,135],"chosen":[115,126],"matching":[117],"are":[119],"therefore":[120],"highly":[121],"dependent":[122],"on":[123,181,205],"position":[125],"user,":[129],"who":[130],"may":[131],"choose":[132],"non-significant":[134],"perform":[137,201],"analysis.":[139],"In":[140],"work,":[142],"we":[143],"propose":[144],"first":[146],"method":[147],"BA":[152],"detection":[153],"considers":[155],"color-based":[157],"segmentation":[158,173],"nearest":[161],"neighbor":[162],"classification.":[163,203],"Differently":[164],"than":[165],"literature,":[170],"clusters":[174],"different":[178],"areas":[179],"based":[180],"permits":[185],"automatically":[187],"robustly":[189],"corresponding":[192],"cluster,":[193],"not":[195],"pixel,":[199],"Results":[204],"database":[207],"captured":[208],"uncontrolled":[210],"conditions":[211],"show":[212],"validity":[214],"approach.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-08-20T00:00:00"}
