{"id":"https://openalex.org/W4405490410","doi":"https://doi.org/10.1109/iccp63557.2024.10793024","title":"Explainable Cancer Segmentation Through Classification","display_name":"Explainable Cancer Segmentation Through Classification","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4405490410","doi":"https://doi.org/10.1109/iccp63557.2024.10793024"},"language":"en","primary_location":{"id":"doi:10.1109/iccp63557.2024.10793024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp63557.2024.10793024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/ICCP63557.2024.10793024","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092016185","display_name":"Andrei Dug\u0103e\u0219escu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Andrei Dug\u0103e\u015fescu","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania"],"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115513674","display_name":"C\u0103t\u0103lin\u2013Mihail Chiru","orcid":"https://orcid.org/0009-0002-5391-8088"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"C\u0103t\u0103lin-Mihail Chiru","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania"],"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046929838","display_name":"Mihai Nan","orcid":"https://orcid.org/0000-0002-3260-9705"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai Nan","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania"],"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032409482","display_name":"Mihai Tr\u0103\u015fc\u0103u","orcid":"https://orcid.org/0000-0002-0061-5684"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai Tr\u0103sc\u0103u","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania"],"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074295040","display_name":"Adina Magda Florea","orcid":"https://orcid.org/0000-0001-7249-1871"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adina Magda Florea","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania"],"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Computer Science Department,Romania","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092016185"],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.7252,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7793664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9275000095367432,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9275000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6743512749671936},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5750425457954407},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.527930736541748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49965834617614746},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33398354053497314},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12220633029937744}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6743512749671936},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5750425457954407},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.527930736541748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49965834617614746},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33398354053497314},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12220633029937744},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccp63557.2024.10793024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp63557.2024.10793024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:18625050","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICCP63557.2024.10793024","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"ICCP 2024, 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, 17-19 October 2024","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:18625050","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICCP63557.2024.10793024","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"ICCP 2024, 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, 17-19 October 2024","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W2103004421","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2516809705","https://openalex.org/W2616247523","https://openalex.org/W2751924564","https://openalex.org/W2765793020","https://openalex.org/W2911831872","https://openalex.org/W2964350391","https://openalex.org/W3036319923","https://openalex.org/W3172681723","https://openalex.org/W3208458519","https://openalex.org/W4221141253","https://openalex.org/W4229458234","https://openalex.org/W4306152437","https://openalex.org/W4323038082","https://openalex.org/W4386945091","https://openalex.org/W6677995690","https://openalex.org/W6736518430","https://openalex.org/W6759274242","https://openalex.org/W6846418509","https://openalex.org/W6846537016"],"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/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Lung":[0],"cancer":[1,31],"detection":[2,28,99],"remains":[3],"a":[4,73,78,85],"challenging":[5],"task":[6],"due":[7],"to":[8,65],"the":[9,16,24,42,50],"complex":[10],"nature":[11],"of":[12,18,26,29,44,52],"medical":[13],"imaging":[14],"and":[15,49,69,84,100,122],"shortage":[17],"specialized":[19],"radiologists.":[20,108],"This":[21],"paper":[22],"addresses":[23],"challenges":[25],"early":[27],"lung":[30],"using":[32,88],"advanced":[33],"machine":[34],"learning":[35],"techniques":[36,61],"for":[37,107],"CT":[38],"image":[39],"analysis.":[40],"Given":[41],"limitations":[43],"current":[45],"semantic":[46],"segmentation":[47,86,115],"methods":[48,64],"lack":[51],"interpretability,":[53],"we":[54],"propose":[55],"an":[56],"innovative":[57],"approach":[58],"combining":[59],"classification":[60],"with":[62],"explanatory":[63],"enhance":[66],"both":[67],"precision":[68],"transparency.":[70],"We":[71],"developed":[72],"novel":[74],"data":[75],"preprocessing":[76],"pipeline,":[77],"multi-stage":[79],"CNN":[80],"classifier":[81],"training":[82],"model,":[83],"technique":[87],"concatenated":[89],"Grad-CAM":[90],"heatmaps.":[91],"Our":[92],"evaluations":[93],"demonstrate":[94],"significant":[95],"improvements":[96],"in":[97,113],"tumour":[98],"model":[101],"explainability,":[102],"providing":[103],"more":[104],"effective":[105],"support":[106],"These":[109],"advancements":[110],"are":[111],"reflected":[112],"increased":[114],"accuracy,":[116],"as":[117],"evidenced":[118],"by":[119],"comparative":[120],"analyses":[121],"qualitative":[123],"assessments.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}