{"id":"https://openalex.org/W2796044637","doi":"https://doi.org/10.1145/3180382.3180383","title":"Automatic Liver Segmentation in Abdomen CT Images using SLIC and AdaBoost Algorithms","display_name":"Automatic Liver Segmentation in Abdomen CT Images using SLIC and AdaBoost Algorithms","publication_year":2018,"publication_date":"2018-01-18","ids":{"openalex":"https://openalex.org/W2796044637","doi":"https://doi.org/10.1145/3180382.3180383","mag":"2796044637"},"language":"en","primary_location":{"id":"doi:10.1145/3180382.3180383","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3180382.3180383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 8th International Conference on Bioscience, Biochemistry and Bioinformatics","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/A5089977273","display_name":"M\u00fccahid Barstu\u011fan","orcid":"https://orcid.org/0000-0001-9790-5890"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mucahid Barstugan","raw_affiliation_strings":["Selcuk University, Electrical&Electronics Eng., TURKEY"],"affiliations":[{"raw_affiliation_string":"Selcuk University, Electrical&Electronics Eng., TURKEY","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067307790","display_name":"Rahime Ceylan","orcid":"https://orcid.org/0000-0002-5814-1530"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Rahime Ceylan","raw_affiliation_strings":["Selcuk University, Electrical&Electronics Eng., TURKEY"],"affiliations":[{"raw_affiliation_string":"Selcuk University, Electrical&Electronics Eng., TURKEY","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080814832","display_name":"Mesut Sivri","orcid":"https://orcid.org/0000-0002-1278-3386"},"institutions":[{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]},{"id":"https://openalex.org/I170153556","display_name":"University of Health Science","ror":"https://ror.org/04jpmg381","country_code":"KH","type":"education","lineage":["https://openalex.org/I170153556"]}],"countries":["KH","TR"],"is_corresponding":false,"raw_author_name":"Mesut Sivri","raw_affiliation_strings":["University of Health Sciences, Ankara Child Health and Disease Hematology Oncology Training and Research Hospital, TURKEY"],"affiliations":[{"raw_affiliation_string":"University of Health Sciences, Ankara Child Health and Disease Hematology Oncology Training and Research Hospital, TURKEY","institution_ids":["https://openalex.org/I4210128276","https://openalex.org/I170153556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108016044","display_name":"Hasan Erdo\u011fan","orcid":"https://orcid.org/0000-0001-8109-8537"},"institutions":[{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]},{"id":"https://openalex.org/I170153556","display_name":"University of Health Science","ror":"https://ror.org/04jpmg381","country_code":"KH","type":"education","lineage":["https://openalex.org/I170153556"]}],"countries":["KH","TR"],"is_corresponding":false,"raw_author_name":"Hasan Erdogan","raw_affiliation_strings":["University of Health Sciences, Konya Training and Research Hospital Radiology Clinic, TURKEY"],"affiliations":[{"raw_affiliation_string":"University of Health Sciences, Konya Training and Research Hospital Radiology Clinic, TURKEY","institution_ids":["https://openalex.org/I4210128276","https://openalex.org/I170153556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089977273"],"corresponding_institution_ids":["https://openalex.org/I137996928"],"apc_list":null,"apc_paid":null,"fwci":0.5223,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.69821383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"129","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9929999709129333,"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":0.7489161491394043},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.728646457195282},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.711858332157135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7100804448127747},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6167187690734863},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5192068219184875},{"id":"https://openalex.org/keywords/jaccard-index","display_name":"Jaccard index","score":0.5129517912864685},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4754883050918579},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45000576972961426},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4484533965587616},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.31845784187316895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7489161491394043},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.728646457195282},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.711858332157135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7100804448127747},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6167187690734863},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5192068219184875},{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.5129517912864685},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4754883050918579},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45000576972961426},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4484533965587616},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.31845784187316895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3180382.3180383","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3180382.3180383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 8th International Conference on Bioscience, Biochemistry and Bioinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1545113051","https://openalex.org/W1975258254","https://openalex.org/W2021186596","https://openalex.org/W2038952578","https://openalex.org/W2116040950","https://openalex.org/W2118246710","https://openalex.org/W2143516773","https://openalex.org/W2143781397","https://openalex.org/W2292453754","https://openalex.org/W2375506516","https://openalex.org/W2520002019","https://openalex.org/W2557823979","https://openalex.org/W3211330693","https://openalex.org/W4251444889"],"related_works":["https://openalex.org/W4368283028","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W4313052709","https://openalex.org/W2945274617","https://openalex.org/W2022929107","https://openalex.org/W2055202857","https://openalex.org/W4205800335","https://openalex.org/W2758994127"],"abstract_inverted_index":{"This":[0],"study":[1],"is":[2,50],"an":[3],"implementation":[4],"of":[5,55,58,63,74],"liver":[6,13,35],"segmentation":[7,42,49,65,68],"on":[8,52,96],"abdomen":[9,98],"CT":[10,99],"images.":[11,100],"The":[12,41,47,61,79],"organ":[14],"was":[15,36,44,77,83,92],"segmented":[16,37],"by":[17,29,38],"using":[18],"SLIC":[19,30],"super-pixel":[20,31],"and":[21,66,71,87],"AdaBoost":[22,39],"algorithms.":[23],"Firstly,":[24],"the":[25,34,53,59,72,75,88],"images":[26],"were":[27,69],"clustered":[28],"algorithm.":[32],"Then,":[33],"classifier.":[40],"process":[43],"done":[45],"automatically.":[46],"automatic":[48,64],"based":[51],"classification":[54],"overlapping":[56],"patches":[57],"image.":[60],"results":[62],"manual":[67],"compared":[70],"efficiency":[73],"method":[76],"observed.":[78],"best":[80,89],"Dice":[81],"rate":[82,91],"obtained":[84,93],"as":[85,94],"92.13%":[86],"Jaccard":[90],"85.8%":[95],"16":[97]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}