{"id":"https://openalex.org/W4399310941","doi":"https://doi.org/10.1109/access.2024.3408629","title":"Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal","display_name":"Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399310941","doi":"https://doi.org/10.1109/access.2024.3408629"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3408629","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3408629","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3408629","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074135699","display_name":"Luca Lumetti","orcid":"https://orcid.org/0000-0002-1046-332X"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Lumetti","raw_affiliation_strings":["Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053700932","display_name":"Vittorio Pipoli","orcid":"https://orcid.org/0009-0008-5749-6007"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Pipoli","raw_affiliation_strings":["Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028716245","display_name":"Federico Bolelli","orcid":"https://orcid.org/0000-0002-5299-6351"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Bolelli","raw_affiliation_strings":["Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068452817","display_name":"Elisa Ficarra","orcid":"https://orcid.org/0000-0002-8061-2124"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisa Ficarra","raw_affiliation_strings":["Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003393933","display_name":"Costantino Grana","orcid":"https://orcid.org/0000-0002-4792-2358"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Costantino Grana","raw_affiliation_strings":["Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari,&#x201D; Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Dipartimento di Ingegneria &#x201C;Enzo Ferrari&#x201D;, Universit&#x00E0; degli Studi di Modena e Reggio Emilia, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074135699"],"corresponding_institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":15.7741,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.995196,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"79014","last_page":"79024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5824189186096191},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4853323996067047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4181903004646301},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3462318778038025}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5824189186096191},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4853323996067047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4181903004646301},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3462318778038025}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2024.3408629","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3408629","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:iris.unimore.it:11380/1340346","is_oa":true,"landing_page_url":"https://hdl.handle.net/11380/1340346","pdf_url":"https://iris.unimore.it/bitstream/11380/1340346/6/Enhancing_Patch-Based_Learning_for_the_Segmentation_of_the_Mandibular_Canal.pdf","source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arpi.unipi.it:11568/1324612","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1324612","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"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/article"},{"id":"pmh:oai:doaj.org/article:8e26fe01c094446caf7be2474256431f","is_oa":true,"landing_page_url":"https://doaj.org/article/8e26fe01c094446caf7be2474256431f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 79014-79024 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3408629","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3408629","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8000286611","display_name":null,"funder_award_id":"965193","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1547176896","https://openalex.org/W1557830187","https://openalex.org/W1591620100","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1977041736","https://openalex.org/W2016222176","https://openalex.org/W2045313187","https://openalex.org/W2051036031","https://openalex.org/W2059695172","https://openalex.org/W2066130255","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2151631165","https://openalex.org/W2163532283","https://openalex.org/W2194775991","https://openalex.org/W2267613838","https://openalex.org/W2464708700","https://openalex.org/W2521116342","https://openalex.org/W2913223168","https://openalex.org/W2934073222","https://openalex.org/W2963881378","https://openalex.org/W3011281516","https://openalex.org/W3015101934","https://openalex.org/W3015126388","https://openalex.org/W3034655362","https://openalex.org/W3094699013","https://openalex.org/W3130606753","https://openalex.org/W3136313294","https://openalex.org/W3152971792","https://openalex.org/W3206771274","https://openalex.org/W3213420920","https://openalex.org/W4205296566","https://openalex.org/W4212875960","https://openalex.org/W4220985791","https://openalex.org/W4312211566","https://openalex.org/W4312253580","https://openalex.org/W4312428231","https://openalex.org/W4323317610","https://openalex.org/W4382361692","https://openalex.org/W4385245566","https://openalex.org/W4386256603","https://openalex.org/W4386414728","https://openalex.org/W4387211623","https://openalex.org/W4393993985","https://openalex.org/W6637373629","https://openalex.org/W6684084153","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Segmentation":[0],"of":[1,11,44,56,75,109,126,159,169],"the":[2,41,54,67,73,87,91,103,107,113,120,132,143,148,157,167,175],"Inferior":[3],"Alveolar":[4],"Canal":[5],"(IAC)":[6],"is":[7,36,51],"a":[8,61,82,98,124,179],"critical":[9],"aspect":[10],"dentistry":[12],"and":[13,94,155,185],"maxillofacial":[14,46,186],"imaging,":[15],"garnering":[16],"considerable":[17],"attention":[18],"in":[19,30],"recent":[20],"research":[21,163],"endeavors.":[22],"Deep":[23],"learning":[24],"techniques":[25],"have":[26],"shown":[27],"promising":[28,180],"results":[29],"this":[31,162],"domain,":[32],"yet":[33],"their":[34],"efficacy":[35],"still":[37],"significantly":[38,118],"hindered":[39],"by":[40,53,123,136,147],"limited":[42],"availability":[43],"3D":[45],"datasets.":[47],"An":[48],"inherent":[49],"challenge":[50],"posed":[52],"size":[55],"input":[57],"volumes,":[58],"which":[59],"necessitates":[60],"patch-based":[62],"processing":[63],"approach":[64,84],"that":[65,85],"compromises":[66],"neural":[68],"network":[69],"performance":[70],"due":[71],"to":[72,131],"absence":[74],"global":[76],"contextual":[77],"information.":[78],"This":[79],"study":[80],"introduces":[81],"novel":[83],"harnesses":[86],"spatial":[88,153],"information":[89,154],"within":[90],"extracted":[92],"patches":[93],"incorporates":[95],"it":[96],"into":[97],"Transformer":[99,160],"architecture,":[100],"thereby":[101],"enhancing":[102],"segmentation":[104],"process":[105],"through":[106],"use":[108],"prior":[110],"knowledge":[111],"about":[112],"patch":[114],"location.":[115],"Our":[116],"method":[117],"improves":[119],"Dice":[121],"score":[122],"factor":[125],"4":[127],"points,":[128],"with":[129],"respect":[130],"previous":[133],"work":[134],"proposed":[135],"Cipriano":[137],"et":[138],"al.,":[139],"while":[140],"also":[141,173],"reducing":[142],"training":[144,176],"steps":[145],"required":[146],"entire":[149],"pipeline.":[150],"By":[151],"integrating":[152],"leveraging":[156],"power":[158],"architectures,":[161],"not":[164],"only":[165],"advances":[166],"accuracy":[168],"IAC":[170],"segmentation,":[171],"but":[172],"streamlines":[174],"process,":[177],"offering":[178],"direction":[181],"for":[182],"improving":[183],"dental":[184],"image":[187],"analysis.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
