{"id":"https://openalex.org/W2927458404","doi":"https://doi.org/10.1109/acit.2018.8672688","title":"Proposed Method for Automatic Segmentation of Medical Images","display_name":"Proposed Method for Automatic Segmentation of Medical Images","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2927458404","doi":"https://doi.org/10.1109/acit.2018.8672688","mag":"2927458404"},"language":"en","primary_location":{"id":"doi:10.1109/acit.2018.8672688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit.2018.8672688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"},"type":"article","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/A5006337352","display_name":"Osama Dorgham","orcid":"https://orcid.org/0000-0001-9807-7820"},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Osama Dorgham","raw_affiliation_strings":["Prince Abdullah Ben Ghazi Faculty of Information Technology, AL-Balqa Applied University, Al-Salt, Jordan"],"affiliations":[{"raw_affiliation_string":"Prince Abdullah Ben Ghazi Faculty of Information Technology, AL-Balqa Applied University, Al-Salt, Jordan","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009578105","display_name":"Mohammad Abu Nasser","orcid":null},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Abu Nasser","raw_affiliation_strings":["Prince Abdullah Ben Ghazi Faculty of Information Technology, AL-Balqa Applied University, Al-Salt, Jordan"],"affiliations":[{"raw_affiliation_string":"Prince Abdullah Ben Ghazi Faculty of Information Technology, AL-Balqa Applied University, Al-Salt, Jordan","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085113518","display_name":"Mohammad Hashem Ryalat","orcid":"https://orcid.org/0000-0002-8726-3406"},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Hashem Ryalat","raw_affiliation_strings":["Prince Abdullah Ben Ghazi Faculty of Information Technology, AL-Balqa Applied University, Al-Salt, Jordan"],"affiliations":[{"raw_affiliation_string":"Prince Abdullah Ben Ghazi Faculty of Information Technology, AL-Balqa Applied University, Al-Salt, Jordan","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013947060","display_name":"Ammar Almomani","orcid":"https://orcid.org/0000-0002-8808-6114"},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ammar Almomani","raw_affiliation_strings":["Department of Computer Science, Al-husonllniversity College, AL-Balqa Applied University, Irbid, Jordan","Department of Computer Science, AL-Balqa Applied University, Irbid, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-husonllniversity College, AL-Balqa Applied University, Irbid, Jordan","institution_ids":["https://openalex.org/I33926330"]},{"raw_affiliation_string":"Department of Computer Science, AL-Balqa Applied University, Irbid, Jordan","institution_ids":["https://openalex.org/I33926330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006337352"],"corresponding_institution_ids":["https://openalex.org/I33926330"],"apc_list":null,"apc_paid":null,"fwci":0.1045,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.49490448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/contouring","display_name":"Contouring","score":0.8370448350906372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8069279193878174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.740257978439331},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.729041576385498},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.7289680242538452},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.714110255241394},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5795626044273376},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.523283064365387},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.48664411902427673},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4304477572441101},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40392225980758667},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23038771748542786},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.12936028838157654},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09811645746231079},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.07483458518981934}],"concepts":[{"id":"https://openalex.org/C2779104521","wikidata":"https://www.wikidata.org/wiki/Q23058469","display_name":"Contouring","level":2,"score":0.8370448350906372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8069279193878174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.740257978439331},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.729041576385498},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.7289680242538452},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.714110255241394},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5795626044273376},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.523283064365387},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.48664411902427673},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4304477572441101},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40392225980758667},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23038771748542786},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.12936028838157654},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09811645746231079},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.07483458518981934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit.2018.8672688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit.2018.8672688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W13323157","https://openalex.org/W292284770","https://openalex.org/W348661652","https://openalex.org/W1969386166","https://openalex.org/W1970800786","https://openalex.org/W2008144316","https://openalex.org/W2022067624","https://openalex.org/W2024915064","https://openalex.org/W2027752865","https://openalex.org/W2063213455","https://openalex.org/W2065429801","https://openalex.org/W2112398909","https://openalex.org/W2115414021","https://openalex.org/W2133003941","https://openalex.org/W2133059825","https://openalex.org/W2136647165","https://openalex.org/W2148951726","https://openalex.org/W2164927428","https://openalex.org/W2187120241","https://openalex.org/W2340622231","https://openalex.org/W2778898022","https://openalex.org/W6686764919"],"related_works":["https://openalex.org/W1968965685","https://openalex.org/W2012792772","https://openalex.org/W2356573839","https://openalex.org/W2009028679","https://openalex.org/W2357424838","https://openalex.org/W2327601824","https://openalex.org/W2161102362","https://openalex.org/W1705110471","https://openalex.org/W2106833984","https://openalex.org/W2020103936"],"abstract_inverted_index":{"Automatic":[0],"segmentation":[1,127,157],"of":[2,44,52,58,67,90,111,128,174],"medical":[3],"images":[4],"is":[5,69,86,113],"a":[6,64,72,83,147],"key":[7],"step":[8],"in":[9,29],"contouring":[10],"during":[11],"radiotherapy":[12],"planning.":[13,35],"Computed":[14,134],"topography":[15],"(CT)":[16],"and":[17,33,41,78,105,115,142],"Magnetic":[18],"resonance":[19],"(MR)":[20],"imaging":[21],"are":[22,94,100],"the":[23,45,50,109,118,123,129,133,154,172],"most":[24],"widely":[25],"used":[26],"radiographic":[27],"techniques":[28],"diagnosis,":[30],"clinical":[31],"studies":[32],"treatment":[34],"This":[36],"paper":[37],"proposed":[38,55],"an":[39],"unsupervised":[40],"automatic":[42],"estimation":[43],"required":[46],"parameters":[47],"for":[48],"identifying":[49],"region":[51,66,110],"interest.":[53],"The":[54,149],"methodology":[56],"consists":[57],"four":[59],"steps":[60],"executed":[61],"sequentially:":[62],"First,":[63],"body":[65,156],"interest":[68,112],"masked":[70],"by":[71,102,146],"method":[73,158],"based":[74],"on":[75],"Otsu":[76],"thresholding":[77],"basic":[79],"morphological":[80],"operations.":[81],"Second,":[82],"distance":[84,91],"transformation":[85],"performed":[87,101],"then":[88],"results":[89],"transform":[92],"function":[93],"normalized.":[95],"Next,":[96],"watershed":[97],"marker-controlled":[98],"identifications":[99],"extract":[103],"internal":[104],"external":[106],"marker.":[107],"Finally,":[108],"identified":[114],"segmented":[116],"according":[117],"resulted":[119],"boundaries.":[120],"According":[121],"to":[122,139,162],"visual":[124],"evaluation":[125],"results,":[126],"human":[130,155],"body,":[131],"from":[132],"Tomography":[135],"images,":[136],"was":[137],"seen":[138],"be":[140,160],"precise":[141],"accurate":[143],"(as":[144],"confirmed":[145],"specialist).":[148],"analysis":[150],"provided":[151],"evidence":[152],"that":[153],"could":[159],"applied":[161],"segmenting":[163],"other":[164],"organs,":[165],"registering":[166],"different":[167],"image":[168],"modalities":[169],"or":[170],"speeding-up":[171],"generation":[173],"digitally":[175],"reconstructed":[176],"radiographs.":[177]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}