{"id":"https://openalex.org/W3169655794","doi":"https://doi.org/10.1515/comp-2020-0166","title":"Segmentation of MRI Brain Tumor Image using Optimization based Deep Convolutional Neural networks (DCNN)","display_name":"Segmentation of MRI Brain Tumor Image using Optimization based Deep Convolutional Neural networks (DCNN)","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3169655794","doi":"https://doi.org/10.1515/comp-2020-0166","mag":"3169655794"},"language":"en","primary_location":{"id":"doi:10.1515/comp-2020-0166","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2020-0166","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2020-0166/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.degruyter.com/document/doi/10.1515/comp-2020-0166/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101339950","display_name":"Pradipta Kumar Mishra","orcid":"https://orcid.org/0009-0006-4341-8900"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradipta Kumar Mishra","raw_affiliation_strings":["School of Computer Engineering , Kalinga Institute of Industrial Technology (Deemed to be) University , Bhubaneswar , Odisha , India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering , Kalinga Institute of Industrial Technology (Deemed to be) University , Bhubaneswar , Odisha , India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058475882","display_name":"Suresh Chandra Satapathy","orcid":"https://orcid.org/0000-0001-8236-4104"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Suresh Chandra Satapathy","raw_affiliation_strings":["School of Computer Engineering , Kalinga Institute of Industrial Technology (Deemed to be) University , Bhubaneswar , Odisha , India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering , Kalinga Institute of Industrial Technology (Deemed to be) University , Bhubaneswar , Odisha , India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084704835","display_name":"Minakhi Rout","orcid":"https://orcid.org/0000-0001-9707-0424"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Minakhi Rout","raw_affiliation_strings":["School of Computer Engineering , Kalinga Institute of Industrial Technology (Deemed to be) University , Bhubaneswar , Odisha , India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering , Kalinga Institute of Industrial Technology (Deemed to be) University , Bhubaneswar , Odisha , India","institution_ids":["https://openalex.org/I67357951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058475882"],"corresponding_institution_ids":["https://openalex.org/I67357951"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":1.479,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.81667815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"380","last_page":"390"},"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/T10036","display_name":"Advanced Neural Network Applications","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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9973000288009644,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7160425782203674},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6795796155929565},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6606345772743225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6584811806678772},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6367919445037842},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5910475254058838},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43726328015327454},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21184390783309937}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7160425782203674},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6795796155929565},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6606345772743225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6584811806678772},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6367919445037842},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5910475254058838},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43726328015327454},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21184390783309937}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/comp-2020-0166","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2020-0166","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2020-0166/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fc945d863bc4440e9032d40158adec61","is_oa":true,"landing_page_url":"https://doaj.org/article/fc945d863bc4440e9032d40158adec61","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":"Open Computer Science, Vol 11, Iss 1, Pp 380-390 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/comp-2020-0166","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2020-0166","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2020-0166/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.41999998688697815,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3169655794.pdf","grobid_xml":"https://content.openalex.org/works/W3169655794.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W1698059316","https://openalex.org/W1989532447","https://openalex.org/W2061438946","https://openalex.org/W2121328218","https://openalex.org/W2136038762","https://openalex.org/W2310992461","https://openalex.org/W2411719673","https://openalex.org/W2606696865","https://openalex.org/W2625813900","https://openalex.org/W2751966700","https://openalex.org/W2765490497","https://openalex.org/W2765952076","https://openalex.org/W2766732836","https://openalex.org/W2767097933","https://openalex.org/W2773790878","https://openalex.org/W2783509657","https://openalex.org/W2789942135","https://openalex.org/W2792648952","https://openalex.org/W2795565965","https://openalex.org/W2799476711","https://openalex.org/W2802655778","https://openalex.org/W2883837659","https://openalex.org/W2892159381","https://openalex.org/W2904261044","https://openalex.org/W2955950556","https://openalex.org/W2986609444"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W3212544526"],"abstract_inverted_index":{"Abstract":[0],"Segmentation":[1],"of":[2,30,38,61,69,93],"brain":[3,16,31,40,48],"image":[4,32],"should":[5],"be":[6,23,44],"done":[7],"accurately":[8],"as":[9,60,88],"it":[10,21],"can":[11,22,43],"help":[12],"to":[13,25],"predict":[14],"deadly":[15],"tumor":[17,41,49],"disease":[18],"so":[19],"that":[20,122],"possible":[24],"control":[26],"the":[27,39,47,58,70,74,84,123],"malicious":[28],"segments":[29],"if":[33],"known":[34],"beforehand.":[35],"The":[36,118],"accuracy":[37,67],"analysis":[42],"enhanced":[45],"through":[46],"segmentation":[50,71,127],"procedure.":[51,72],"Earlier":[52],"DCNN":[53,94,126,136],"models":[54,95,137],"do":[55],"not":[56],"consider":[57],"weights":[59],"learning":[62],"instances":[63],"which":[64],"may":[65],"decrease":[66],"levels":[68],"Considering":[73],"above":[75],"point,":[76],"we":[77],"have":[78],"suggested":[79],"a":[80],"framework":[81],"for":[82],"optimizing":[83],"network":[85],"parameters":[86],"such":[87],"weight":[89],"and":[90,113],"bias":[91],"vector":[92],"using":[96],"swarm":[97],"intelligent":[98],"based":[99,135],"algorithms":[100],"like":[101],"Genetic":[102],"Algorithm":[103,116],"(GA),":[104],"Particle":[105],"Swarm":[106],"Optimization":[107,111,115],"(PSO),":[108],"Gray":[109],"Wolf":[110],"(GWO)":[112],"Whale":[114],"(WOA).":[117],"simulation":[119],"results":[120],"reveals":[121],"WOA":[124],"optimized":[125],"model":[128],"is":[129],"outperformed":[130],"than":[131],"other":[132],"three":[133],"optimization":[134],"i.e.":[138],",":[139],"GA-DCNN,":[140],"PSO-DCNN,":[141],"GWO-DCNN.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}