{"id":"https://openalex.org/W2052090996","doi":"https://doi.org/10.5220/0005068501520157","title":"Automatic Segmentation of MR Brain Tumor Images using Support Vector Machine in Combination with Graph Cut","display_name":"Automatic Segmentation of MR Brain Tumor Images using Support Vector Machine in Combination with Graph Cut","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2052090996","doi":"https://doi.org/10.5220/0005068501520157","mag":"2052090996"},"language":"en","primary_location":{"id":"doi:10.5220/0005068501520157","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0005068501520157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Neural Computation Theory and Applications","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/A5106083233","display_name":"Elisabetta Binaghi","orcid":null},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Elisabetta Binaghi","raw_affiliation_strings":["Insubria University, Italy"],"affiliations":[{"raw_affiliation_string":"Insubria University, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020256704","display_name":"Massimo Omodei","orcid":null},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Omodei","raw_affiliation_strings":["Insubria University, Italy"],"affiliations":[{"raw_affiliation_string":"Insubria University, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006203153","display_name":"Valentina Pedoia","orcid":"https://orcid.org/0000-0002-9745-955X"},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Pedoia","raw_affiliation_strings":["Insubria University, Italy"],"affiliations":[{"raw_affiliation_string":"Insubria University, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028298002","display_name":"Sergio Balbi","orcid":"https://orcid.org/0000-0002-8391-0434"},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Balbi","raw_affiliation_strings":["Insubria University, Italy"],"affiliations":[{"raw_affiliation_string":"Insubria University, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061095610","display_name":"Desiree Lattanzi","orcid":null},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Desiree Lattanzi","raw_affiliation_strings":["Insubria University, Italy"],"affiliations":[{"raw_affiliation_string":"Insubria University, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103401676","display_name":"Emanuele Monti","orcid":null},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuele Monti","raw_affiliation_strings":["Insubria University, Italy"],"affiliations":[{"raw_affiliation_string":"Insubria University, Italy","institution_ids":["https://openalex.org/I115752224"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5106083233"],"corresponding_institution_ids":["https://openalex.org/I115752224"],"apc_list":null,"apc_paid":null,"fwci":0.2439,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.59001645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9988999962806702,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9926000237464905,"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/segmentation","display_name":"Segmentation","score":0.775229811668396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7312452793121338},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7269200086593628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7103530764579773},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5594759583473206},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.553583025932312},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5491970181465149},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.49253663420677185},{"id":"https://openalex.org/keywords/fully-automatic","display_name":"Fully automatic","score":0.44384947419166565},{"id":"https://openalex.org/keywords/cut","display_name":"Cut","score":0.44353970885276794},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.4416464567184448},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.4206530451774597},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38534417748451233}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.775229811668396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7312452793121338},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7269200086593628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7103530764579773},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5594759583473206},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.553583025932312},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5491970181465149},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.49253663420677185},{"id":"https://openalex.org/C3019831412","wikidata":"https://www.wikidata.org/wiki/Q5778278","display_name":"Fully automatic","level":2,"score":0.44384947419166565},{"id":"https://openalex.org/C5134670","wikidata":"https://www.wikidata.org/wiki/Q1626444","display_name":"Cut","level":4,"score":0.44353970885276794},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.4416464567184448},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.4206530451774597},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38534417748451233},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0005068501520157","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0005068501520157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Neural Computation Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:irinsubria.uninsubria.it:11383/1968320","is_oa":false,"landing_page_url":"http://hdl.handle.net/11383/1968320","pdf_url":null,"source":{"id":"https://openalex.org/S4377196351","display_name":"IrInSubria (University of Insubria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115752224","host_organization_name":"University of Insubria","host_organization_lineage":["https://openalex.org/I115752224"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.75,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1865761","https://openalex.org/W1560724230","https://openalex.org/W1972296204","https://openalex.org/W2018662705","https://openalex.org/W2023976712","https://openalex.org/W2063552084","https://openalex.org/W2076608722","https://openalex.org/W2095120780","https://openalex.org/W2113137767","https://openalex.org/W2119300483","https://openalex.org/W2123498585","https://openalex.org/W2124351162","https://openalex.org/W2132603077","https://openalex.org/W2147759122","https://openalex.org/W2147945226","https://openalex.org/W2156909104","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2169551590","https://openalex.org/W2354401560","https://openalex.org/W2184016944","https://openalex.org/W2092484105","https://openalex.org/W2088651901","https://openalex.org/W2897997384","https://openalex.org/W1980246618"],"abstract_inverted_index":{"This":[0],"work":[1],"focuses":[2],"the":[3,6,19,42,79,95,99],"attention":[4],"on":[5,38,54],"automatic":[7],"segmentation":[8,20,46,60,96],"of":[9,102],"meningioma":[10],"from":[11,98],"multispectral":[12],"brain&#13;\\nMagnetic":[13],"Resonance":[14],"imagery.":[15],"The":[16,32,58,84],"Authors":[17],"address":[18],"task":[21],"by":[22,71],"proposing":[23],"a":[24,51],"fully":[25],"automatic&#13;\\nmethod":[26],"hierarchically":[27],"structured":[28],"in":[29,75,81,87],"two":[30],"phases.":[31],"preliminary":[33,45,89],"unsupervised":[34],"phase":[35],"is":[36,62],"based":[37,53],"Graph":[39,103],"Cut&#13;\\nframework.":[40],"In":[41],"second":[43],"phase,":[44],"results":[47,85],"are":[48,91],"refined":[49],"using":[50],"supervised&#13;\\nclassification":[52],"Support":[55,106],"Vector":[56,107],"Machine.":[57],"overall":[59],"procedure":[61],"conceived":[63],"fully&#13;\\nautomatic":[64],"and":[65,105],"tailored":[66],"to":[67],"non-volumetric":[68],"data":[69],"characterized":[70],"poor":[72],"inter-slice":[73],"spacing,":[74],"an":[76],"attempt":[77],"to&#13;\\nfacilitate":[78],"insertion":[80],"clinical":[82],"practice.":[83],"obtained":[86],"this":[88],"study":[90],"encouraging":[92],"and&#13;\\nprove":[93],"that":[94],"benefits":[97],"allied":[100],"use":[101],"Cut":[104],"Machine&#13;\\nframeworks.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
