{"id":"https://openalex.org/W3016283545","doi":"https://doi.org/10.1109/isacs48493.2019.9068899","title":"Efficient Lung CT Image Segmentation using Mathematical Morphology and the Region Growing algorithm","display_name":"Efficient Lung CT Image Segmentation using Mathematical Morphology and the Region Growing algorithm","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3016283545","doi":"https://doi.org/10.1109/isacs48493.2019.9068899","mag":"3016283545"},"language":"en","primary_location":{"id":"doi:10.1109/isacs48493.2019.9068899","doi":"https://doi.org/10.1109/isacs48493.2019.9068899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isacs48493.2019.9068899","pdf_url":null,"source":{"id":"https://openalex.org/S7407107187","display_name":"International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5074135253","display_name":"Abdelhamid El Hassani","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdelhamid El Hassani","raw_affiliation_strings":["SIA LAB - Faculty of Sciences and Technology of Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIA LAB - Faculty of Sciences and Technology of Fez, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015390685","display_name":"Brahim Ait Skourt","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brahim Ait Skourt","raw_affiliation_strings":["SIA LAB - Faculty of Sciences and Technology of Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIA LAB - Faculty of Sciences and Technology of Fez, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086151791","display_name":"Aicha Majda","orcid":"https://orcid.org/0000-0001-6419-3639","observed_orcids":["https://orcid.org/0000-0001-6419-3639"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aicha Majda","raw_affiliation_strings":["SIA LAB - Faculty of Sciences and Technology of Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIA LAB - Faculty of Sciences and Technology of Fez, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3168,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.6676166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lung-ct-segmentation","display_name":"lung CT segmentation","score":0.777999997138977},{"id":"https://openalex.org/keywords/mathematical-morphology","display_name":"mathematical morphology","score":0.9359999895095825},{"id":"https://openalex.org/keywords/region-growing","display_name":"region growing","score":0.8769999742507935},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.843999981880188},{"id":"https://openalex.org/keywords/lung-pathology-detection","display_name":"lung pathology detection","score":0.7680000066757202},{"id":"https://openalex.org/keywords/hybrid-segmentation","display_name":"hybrid segmentation","score":0.8399999737739563}],"concepts":[{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.7796534299850464},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7139957547187805},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.6609652638435364},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6396147012710571},{"id":"https://openalex.org/C74032544","wikidata":"https://www.wikidata.org/wiki/Q7625238","display_name":"Structuring element","level":5,"score":0.6347270607948303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.621250569820404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5370826125144958},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.5289266705513},{"id":"https://openalex.org/C206824153","wikidata":"https://www.wikidata.org/wiki/Q1169834","display_name":"Region growing","level":5,"score":0.4932803511619568},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4755139946937561},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.4681067168712616},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46761760115623474},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.45037826895713806},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.44146066904067993},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4322407841682434},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4133455753326416},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41145819425582886},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3357933759689331},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11383116245269775},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.08666789531707764},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08162140846252441},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isacs48493.2019.9068899","doi":"https://doi.org/10.1109/isacs48493.2019.9068899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isacs48493.2019.9068899","pdf_url":null,"source":{"id":"https://openalex.org/S7407107187","display_name":"International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.428600013256073}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1986649315","https://openalex.org/W2016672701","https://openalex.org/W2080966254","https://openalex.org/W2111182261","https://openalex.org/W2122692815","https://openalex.org/W2140775860","https://openalex.org/W2327362588","https://openalex.org/W2509434949","https://openalex.org/W2570659304","https://openalex.org/W2586433286","https://openalex.org/W2620110959","https://openalex.org/W2755167431","https://openalex.org/W2762854770","https://openalex.org/W2764338962","https://openalex.org/W2767450457"],"related_works":["https://openalex.org/W30839039","https://openalex.org/W2362420599","https://openalex.org/W2374992876","https://openalex.org/W2187713746","https://openalex.org/W3212126395","https://openalex.org/W7128315145","https://openalex.org/W7098632677","https://openalex.org/W2510754036","https://openalex.org/W2155435756","https://openalex.org/W2187078151"],"abstract_inverted_index":{"Computer":[0],"Aided":[1],"Diagnosis":[2],"(CAD)":[3],"systems":[4],"are":[5,62],"often":[6],"used":[7,73],"during":[8],"Today's":[9],"medical":[10],"practicality.":[11],"It":[12],"helps":[13],"the":[14,55,59,70,89],"physician":[15],"to":[16,88],"perform":[17],"an":[18,42],"accurate":[19],"detection":[20],"and":[21,54,80,85],"diagnosis":[22],"of":[23],"Lung":[24,26],"Pathologies.":[25],"CT":[27,35,93],"image":[28],"segmentation":[29,48],"is":[30,78],"a":[31],"prerequisite":[32],"in":[33,74],"lung":[34,47,92],"analysis.":[36],"In":[37],"this":[38],"paper":[39],"we":[40],"proposed":[41],"automated":[43],"hybrid":[44],"method":[45],"for":[46],"based":[49],"on":[50],"both":[51],"mathematical":[52,75],"morphology":[53,76],"region":[56],"growing":[57],"algorithm.":[58],"seed":[60],"points":[61],"selected":[63],"automatically":[64],"without":[65],"any":[66],"user":[67],"interaction.":[68],"Also,":[69],"structuring":[71],"element":[72],"operation":[77],"dynamic":[79],"it":[81],"changes":[82],"its":[83],"shape":[84],"parameters":[86],"according":[87],"input":[90],"2D":[91],"slices.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2020-04-24T00:00:00"}
