{"id":"https://openalex.org/W4405755602","doi":"https://doi.org/10.1109/metroxraine62247.2024.10795876","title":"Analyzing Uncertainty in Microplastic Detection: A Comprehensive CT Scan and Neural Network Approach","display_name":"Analyzing Uncertainty in Microplastic Detection: A Comprehensive CT Scan and Neural Network Approach","publication_year":2024,"publication_date":"2024-10-21","ids":{"openalex":"https://openalex.org/W4405755602","doi":"https://doi.org/10.1109/metroxraine62247.2024.10795876"},"language":"en","primary_location":{"id":"doi:10.1109/metroxraine62247.2024.10795876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine62247.2024.10795876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://iris.univpm.it/bitstream/11566/342053/1/Caputo_Analyzing-Uncertainty-Microplastic-Detection_Post-print.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019035412","display_name":"Alessia Caputo","orcid":"https://orcid.org/0009-0007-7970-4690"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessia Caputo","raw_affiliation_strings":["Polytechnic Univ. of Marche,Dept. of Ind. Eng. and Math. Sciences,Ancona,Italia"],"affiliations":[{"raw_affiliation_string":"Polytechnic Univ. of Marche,Dept. of Ind. Eng. and Math. Sciences,Ancona,Italia","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038367681","display_name":"Pierluigi Strafella","orcid":"https://orcid.org/0000-0002-1947-7023"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierluigi Strafella","raw_affiliation_strings":["Polytechnic Univ. of Marche,Dept. of Ind. Eng. and Math. Sciences,Ancona,Italia"],"affiliations":[{"raw_affiliation_string":"Polytechnic Univ. of Marche,Dept. of Ind. Eng. and Math. Sciences,Ancona,Italia","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045538371","display_name":"Paolo Castellini","orcid":"https://orcid.org/0000-0003-2564-856X"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Castellini","raw_affiliation_strings":["Polytechnic Univ. of Marche,Dept. of Ind. Eng. and Math. Sciences,Ancona,Italia"],"affiliations":[{"raw_affiliation_string":"Polytechnic Univ. of Marche,Dept. of Ind. Eng. and Math. Sciences,Ancona,Italia","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019035412"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":null,"apc_paid":null,"fwci":0.1937,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51831162,"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":"30","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.8561999797821045,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.8561999797821045,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5970431566238403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.54142165184021},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.5089924335479736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47095686197280884},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09956580400466919},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.07421448826789856}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5970431566238403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.54142165184021},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.5089924335479736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47095686197280884},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09956580400466919},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.07421448826789856}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/metroxraine62247.2024.10795876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine62247.2024.10795876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.univpm.it:11566/342053","is_oa":true,"landing_page_url":"https://hdl.handle.net/11566/342053","pdf_url":"https://iris.univpm.it/bitstream/11566/342053/1/Caputo_Analyzing-Uncertainty-Microplastic-Detection_Post-print.pdf","source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"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/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.univpm.it:11566/342053","is_oa":true,"landing_page_url":"https://hdl.handle.net/11566/342053","pdf_url":"https://iris.univpm.it/bitstream/11566/342053/1/Caputo_Analyzing-Uncertainty-Microplastic-Detection_Post-print.pdf","source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"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/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4405755602.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2045642761","https://openalex.org/W2065895297","https://openalex.org/W2073498690","https://openalex.org/W2336039464","https://openalex.org/W2549962583","https://openalex.org/W2615339526","https://openalex.org/W2748980707","https://openalex.org/W2787091153","https://openalex.org/W2802087177","https://openalex.org/W2906107058","https://openalex.org/W3121362907","https://openalex.org/W3168533251","https://openalex.org/W4297491389","https://openalex.org/W4310842094","https://openalex.org/W4321458659","https://openalex.org/W4379013968","https://openalex.org/W4385679552","https://openalex.org/W4398316792","https://openalex.org/W6728097044","https://openalex.org/W6810885685"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Microplastics":[0],"(MPs),":[1],"smaller":[2],"than":[3,179],"5":[4],"mm":[5],"and":[6,20,31,56,72,89,100,110,115,125,210,228],"often":[7,28],"invisible":[8],"to":[9,17,75,219],"the":[10,66,69,130,136,161,168,173,180,183,190,194,208],"naked":[11],"eye,":[12],"represent":[13],"a":[14,39,149,220],"significant":[15],"threat":[16],"marine":[18],"ecosystems":[19],"human":[21],"health.":[22],"Traditional":[23],"methods":[24],"for":[25,43,172,200],"detecting":[26,44],"MPs":[27,45,213],"lack":[29],"efficiency":[30],"may":[32],"compromise":[33],"sample":[34,77],"integrity.":[35],"In":[36],"this":[37],"study,":[38],"novel":[40],"non-destructive":[41],"methodology":[42],"in":[46,63,102,129,140,160,165,215,225],"fish":[47,76,216],"samples":[48],"is":[49,79],"proposed,":[50],"utilizing":[51],"computed":[52],"tomography":[53],"(CT)":[54],"scanning":[55],"neural":[57],"networks":[58],"(NN).":[59],"Leveraging":[60],"recent":[61],"advancements":[62],"uncertainty":[64,83,181,224],"analysis,":[65],"reliability":[67,209],"of":[68,82,152,170,175,182,212,223],"innovative":[70],"approach":[71],"its":[73],"application":[74],"analysis":[78,206],"assessed.":[80],"Sources":[81],"originating":[84],"from":[85],"both":[86],"tomographic":[87,143],"imaging":[88,144],"NN":[90],"processing":[91],"are":[92,119],"identified,":[93],"addressing":[94],"issues":[95],"such":[96,105],"as":[97,106],"false":[98],"positives/negatives":[99],"uncertainties":[101,118,127],"measured":[103],"parameters":[104],"particle":[107],"position,":[108],"size,":[109],"material.":[111],"Through":[112],"post-processing":[113],"techniques":[114],"calibration":[116,137,184,191],"procedures,":[117],"mitigated,":[120],"providing":[121],"insights":[122],"into":[123],"epistemic":[124],"stochastic":[126],"inherent":[128,158,195],"methodology.":[131],"Our":[132],"findings":[133],"demonstrate":[134],"that":[135,188],"system":[138],"used":[139],"conjunction":[141],"with":[142,148],"shows":[145],"good":[146],"linearity,":[147],"standard":[150],"deviation":[151],"0.029":[153],"kg/m<sup":[154],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[155],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3</sup>.":[156],"Despite":[157],"noise":[159,196],"images":[162],"causing":[163],"variability":[164,171],"gray":[166],"levels,":[167],"range":[169],"plastics":[174],"interest":[176],"was":[177,192],"narrower":[178],"curve.":[185],"This":[186,204],"indicates":[187],"while":[189],"accurate,":[193],"still":[197],"posed":[198],"challenges":[199],"precise":[201],"material":[202],"classification.":[203],"comprehensive":[205],"enhances":[207],"accuracy":[211],"detection":[214],"samples,":[217],"contributing":[218],"deeper":[221],"understanding":[222],"CT-based":[226],"analyses":[227],"NN.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}