{"id":"https://openalex.org/W2798986179","doi":"https://doi.org/10.1109/icoin.2018.8343231","title":"Detection and classification of HGG and LGG brain tumor using machine learning","display_name":"Detection and classification of HGG and LGG brain tumor using machine learning","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2798986179","doi":"https://doi.org/10.1109/icoin.2018.8343231","mag":"2798986179"},"language":"en","primary_location":{"id":"doi:10.1109/icoin.2018.8343231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin.2018.8343231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Information Networking (ICOIN)","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/A5079549305","display_name":"F. P. Polly","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"F. P. Polly","raw_affiliation_strings":["School of Science, Engineering & Technology, East Delta University, Chittagong, Bangladesh","School of Science, East Delta University, Chittagong, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Engineering & Technology, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]},{"raw_affiliation_string":"School of Science, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025132199","display_name":"Shubhashis Kumar Shil","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"S. K. Shil","raw_affiliation_strings":["School of Science, Engineering & Technology, East Delta University, Chittagong, Bangladesh","East Delta University, Chittagong, BD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Engineering & Technology, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]},{"raw_affiliation_string":"East Delta University, Chittagong, BD","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020637170","display_name":"Mohammad Arif Hossain","orcid":"https://orcid.org/0000-0001-6753-4216"},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"M. A. Hossain","raw_affiliation_strings":["School of Science, Engineering & Technology, East Delta University, Chittagong, Bangladesh","School of Science, East Delta University, Chittagong, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Engineering & Technology, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]},{"raw_affiliation_string":"School of Science, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045437923","display_name":"Afiya Ayman","orcid":"https://orcid.org/0000-0003-0680-1522"},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"A. Ayman","raw_affiliation_strings":["School of Science, Engineering & Technology, East Delta University, Chittagong, Bangladesh","School of Science, East Delta University, Chittagong, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Engineering & Technology, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]},{"raw_affiliation_string":"School of Science, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022518982","display_name":"Yeong Min Jang","orcid":"https://orcid.org/0000-0002-9963-303X"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Y. M. Jang","raw_affiliation_strings":["Department of Electronics Engineering, Kookmin University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4431,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.81909049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"813","last_page":"817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"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/T12676","display_name":"Machine Learning and ELM","score":0.9912999868392944,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.989799976348877,"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/feature-extraction","display_name":"Feature extraction","score":0.675631046295166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6749032735824585},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6482245922088623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6423696279525757},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.633145809173584},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6329663395881653},{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.577730119228363},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5255186557769775},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.513920783996582},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4720759391784668},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.445756196975708},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44377627968788147},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.36356788873672485},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.31681475043296814},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2594357132911682},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.21308395266532898},{"id":"https://openalex.org/keywords/cancer-research","display_name":"Cancer research","score":0.08570614457130432}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.675631046295166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6749032735824585},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6482245922088623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6423696279525757},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.633145809173584},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6329663395881653},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.577730119228363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5255186557769775},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.513920783996582},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4720759391784668},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.445756196975708},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44377627968788147},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.36356788873672485},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.31681475043296814},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2594357132911682},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.21308395266532898},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.08570614457130432},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin.2018.8343231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin.2018.8343231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W17544655","https://openalex.org/W1967551258","https://openalex.org/W1980106037","https://openalex.org/W2069802792","https://openalex.org/W6645325568"],"related_works":["https://openalex.org/W2085792030","https://openalex.org/W1588899229","https://openalex.org/W2172291505","https://openalex.org/W2023142747","https://openalex.org/W2037009764","https://openalex.org/W2063036707","https://openalex.org/W2501033992","https://openalex.org/W2377605153","https://openalex.org/W1967182499","https://openalex.org/W2088723847"],"abstract_inverted_index":{"Gliomas":[0,9],"are":[1,108],"brain":[2,27,63,66,79,138],"tumors":[3,80,139],"starting":[4],"in":[5,69,140],"the":[6,23,42,49,70,77,93,109,113,136,141,146,151],"glial":[7],"cells.":[8],"can":[10],"be":[11],"low":[12],"grade":[13,18,24],"(slow":[14],"growing)":[15],"or":[16,83],"high":[17],"(fast":[19],"growing).":[20],"Physicians":[21],"use":[22],"of":[25,41,45,112,129,150],"a":[26,36,56,126],"tumor":[28,43,68],"based":[29],"on":[30],"gliomas":[31],"to":[32,59],"decide":[33],"which":[34],"treatment":[35],"patient":[37],"needs.":[38],"The":[39,86],"condition":[40],"is":[44,125],"vital":[46],"importance":[47],"for":[48,96],"treatment.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"computerized":[57,88],"system":[58,89,132],"differentiate":[60],"between":[61],"normal":[62],"and":[64,73,103,116,143,148],"abnormal":[65,78,137],"with":[67],"MRI":[71],"images":[72],"also":[74],"further":[75],"classify":[76],"into":[81],"HGG":[82,144],"LGG":[84,142],"tumors.":[85],"proposed":[87,131],"uses":[90],"k-means":[91],"as":[92,133],"segmentation":[94],"technique":[95],"clustering":[97],"whilst":[98],"Discrete":[99],"Wavelet":[100],"Transform":[101],"(DWT)":[102],"Principal":[104],"Component":[105],"Analysis":[106],"(PCA)":[107],"main":[110],"parts":[111],"feature":[114,117],"extraction":[115,147],"reduction":[118,149],"mechanisms,":[119],"respectively.":[120],"Support":[121],"vector":[122],"machine":[123],"(SVM)":[124],"major":[127],"part":[128],"our":[130],"it":[134],"classifies":[135],"after":[145],"features.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}