{"id":"https://openalex.org/W2945084109","doi":"https://doi.org/10.3390/bdcc3020027","title":"Automatic Human Brain Tumor Detection in MRI Image Using Template-Based K Means and Improved Fuzzy C Means Clustering Algorithm","display_name":"Automatic Human Brain Tumor Detection in MRI Image Using Template-Based K Means and Improved Fuzzy C Means Clustering Algorithm","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2945084109","doi":"https://doi.org/10.3390/bdcc3020027","mag":"2945084109"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc3020027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc3020027","pdf_url":"https://www.mdpi.com/2504-2289/3/2/27/pdf","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-2289/3/2/27/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101346792","display_name":"Md Shahariar Alam","orcid":null},"institutions":[{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Shahariar Alam","raw_affiliation_strings":["Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101533299","display_name":"Md Mahbubur Rahman","orcid":"https://orcid.org/0000-0003-0147-7292"},"institutions":[{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Mahbubur Rahman","raw_affiliation_strings":["Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048860503","display_name":"Mohammad Amzad Hossain","orcid":"https://orcid.org/0000-0002-5285-7239"},"institutions":[{"id":"https://openalex.org/I315729180","display_name":"Noakhali Science and Technology University","ror":"https://ror.org/05q9we431","country_code":"BD","type":"education","lineage":["https://openalex.org/I315729180"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammad Amazad Hossain","raw_affiliation_strings":["Department of Information and Communication Engineering, Noakhali Science &amp; Technology University, Sonapur 3814, Noakhali, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Noakhali Science &amp; Technology University, Sonapur 3814, Noakhali, Bangladesh","institution_ids":["https://openalex.org/I315729180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671172","display_name":"Md Khairul Islam","orcid":"https://orcid.org/0000-0002-6973-1536"},"institutions":[{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Khairul Islam","raw_affiliation_strings":["Department of Biomedical Engineering, Islamic University, Kushtia 7003, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114238194","display_name":"Kazi Mowdud Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Kazi Mowdud Ahmed","raw_affiliation_strings":["Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046435981","display_name":"Khandaker Takdir Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Khandaker Takdir Ahmed","raw_affiliation_strings":["Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004106613","display_name":"Bikash Chandra Singh","orcid":"https://orcid.org/0000-0002-2870-8137"},"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"]},{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD","IT"],"is_corresponding":false,"raw_author_name":"Bikash Chandra Singh","raw_affiliation_strings":["Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh","DiSTA, University of Insubriaz, 21100 Varese, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]},{"raw_affiliation_string":"DiSTA, University of Insubriaz, 21100 Varese, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101495413","display_name":"Md Sipon Miah","orcid":"https://orcid.org/0000-0003-0777-2356"},"institutions":[{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md Sipon Miah","raw_affiliation_strings":["Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101495413"],"corresponding_institution_ids":["https://openalex.org/I40279923"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":8.8833,"has_fulltext":true,"cited_by_count":178,"citation_normalized_percentile":{"value":0.9819501,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"3","issue":"2","first_page":"27","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9865999817848206,"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/centroid","display_name":"Centroid","score":0.689359724521637},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6578930616378784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6193532347679138},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5911111831665039},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5816384553909302},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.556910514831543},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5140808820724487},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5091139674186707},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4787653982639313},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44212716817855835},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4136166274547577},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3234047293663025}],"concepts":[{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.689359724521637},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6578930616378784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6193532347679138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5911111831665039},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5816384553909302},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.556910514831543},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5140808820724487},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5091139674186707},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4787653982639313},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44212716817855835},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4136166274547577},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3234047293663025},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/bdcc3020027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc3020027","pdf_url":"https://www.mdpi.com/2504-2289/3/2/27/pdf","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8ec5d01c911e49f79114c4cb0c2f40f5","is_oa":true,"landing_page_url":"https://doaj.org/article/8ec5d01c911e49f79114c4cb0c2f40f5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing, Vol 3, Iss 2, p 27 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2504-2289/3/2/27/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/bdcc3020027","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/bdcc3020027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc3020027","pdf_url":"https://www.mdpi.com/2504-2289/3/2/27/pdf","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2945084109.pdf","grobid_xml":"https://content.openalex.org/works/W2945084109.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W750261329","https://openalex.org/W1580704049","https://openalex.org/W1589895371","https://openalex.org/W1651093245","https://openalex.org/W1916174714","https://openalex.org/W1951834750","https://openalex.org/W2028158228","https://openalex.org/W2055651109","https://openalex.org/W2063552084","https://openalex.org/W2065196932","https://openalex.org/W2074266918","https://openalex.org/W2094164926","https://openalex.org/W2108707886","https://openalex.org/W2108843657","https://openalex.org/W2118386984","https://openalex.org/W2128303080","https://openalex.org/W2130686832","https://openalex.org/W2130722560","https://openalex.org/W2132358780","https://openalex.org/W2162859851","https://openalex.org/W2166500482","https://openalex.org/W2170661374","https://openalex.org/W2186500320","https://openalex.org/W2188009653","https://openalex.org/W2188292956","https://openalex.org/W2287496206","https://openalex.org/W2290354408","https://openalex.org/W2310992461","https://openalex.org/W2318955649","https://openalex.org/W2326030492","https://openalex.org/W2341661152","https://openalex.org/W2419662203","https://openalex.org/W2521681907","https://openalex.org/W2594020746","https://openalex.org/W2594520167","https://openalex.org/W2767140395","https://openalex.org/W2791566664","https://openalex.org/W2793371342","https://openalex.org/W2794100685","https://openalex.org/W2974957731","https://openalex.org/W4285719527","https://openalex.org/W4394211378","https://openalex.org/W4394429526","https://openalex.org/W6622244052","https://openalex.org/W6640837531","https://openalex.org/W6684836034","https://openalex.org/W6686645427","https://openalex.org/W6687445015","https://openalex.org/W6696886378","https://openalex.org/W6704244563"],"related_works":["https://openalex.org/W2381926679","https://openalex.org/W2007009951","https://openalex.org/W2082644203","https://openalex.org/W2350539780","https://openalex.org/W3165040664","https://openalex.org/W4242386713","https://openalex.org/W3122652148","https://openalex.org/W1583866266","https://openalex.org/W2996505764","https://openalex.org/W1522196789"],"abstract_inverted_index":{"In":[0,18,50,167],"recent":[1],"decades,":[2],"human":[3,40,159,172],"brain":[4,41,160,173],"tumor":[5,117,132],"detection":[6,151],"has":[7],"become":[8],"one":[9],"of":[10,69,76,131,152,164],"the":[11,27,55,66,79,85,95,108,128,146,158],"most":[12],"challenging":[13],"issues":[14],"in":[15,43,157],"medical":[16],"science.":[17],"this":[19,51,169],"paper,":[20],"we":[21],"propose":[22],"a":[23,44,70,176],"model":[24],"that":[25,123,145],"includes":[26],"template-based":[28,56],"K":[29],"means":[30,35],"and":[31,106,140,154],"improved":[32,109],"fuzzy":[33,96],"C":[34],"(TKFCM)":[36],"algorithm":[37,58,99,112,148,170],"for":[38,115],"detecting":[39,116],"tumors":[42,174],"magnetic":[45],"resonance":[46],"imaging":[47],"(MRI)":[48],"image.":[49],"proposed":[52,147],"algorithm,":[53],"firstly,":[54],"K-means":[57],"is":[59,82,113,124],"used":[60,114],"to":[61,90,182],"initialize":[62],"segmentation":[63],"significantly":[64],"through":[65],"perfect":[67],"selection":[68],"template,":[71],"based":[72,126],"on":[73,127],"gray-level":[74,165],"intensity":[75],"image;":[77],"secondly,":[78],"updated":[80],"membership":[81,121],"determined":[83],"by":[84,119],"distances":[86],"from":[87],"cluster":[88,91],"centroid":[89],"data":[92],"points":[93],"using":[94],"C-means":[97],"(FCM)":[98],"while":[100],"it":[101],"contacts":[102],"its":[103],"best":[104],"result,":[105],"finally,":[107],"FCM":[110],"clustering":[111],"position":[118],"updating":[120],"function":[122],"obtained":[125],"different":[129],"features":[130],"image":[133],"including":[134],"Contrast,":[135],"Energy,":[136],"Dissimilarity,":[137],"Homogeneity,":[138],"Entropy,":[139],"Correlation.":[141],"Simulation":[142],"results":[143],"show":[144],"achieves":[149],"better":[150],"abnormal":[153],"normal":[155],"tissues":[156],"under":[161],"small":[162],"detachment":[163],"intensity.":[166],"addition,":[168],"detects":[171],"within":[175],"very":[177],"short":[178],"time\u2014in":[179],"seconds":[180],"compared":[181],"minutes":[183],"with":[184],"other":[185],"algorithms.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":33},{"year":2022,"cited_by_count":39},{"year":2021,"cited_by_count":29},{"year":2020,"cited_by_count":13}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
