{"id":"https://openalex.org/W4312282266","doi":"https://doi.org/10.1109/icccnt54827.2022.9984231","title":"An Enhanced Approach on Brain Tumor Segmentation by the use of Deep Learning","display_name":"An Enhanced Approach on Brain Tumor Segmentation by the use of Deep Learning","publication_year":2022,"publication_date":"2022-10-03","ids":{"openalex":"https://openalex.org/W4312282266","doi":"https://doi.org/10.1109/icccnt54827.2022.9984231"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt54827.2022.9984231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984231","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5101699661","display_name":"Abhishek Raj","orcid":"https://orcid.org/0000-0003-2984-7494"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishek Raj","raw_affiliation_strings":["JSPM's Rajarshi Shahu College Of Engineering,Department of Computer Science &#x0026; Engineering,Pune,Tathawade,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSPM's Rajarshi Shahu College Of Engineering,Department of Computer Science &#x0026; Engineering,Pune,Tathawade,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086117119","display_name":"Jahan Malik","orcid":"https://orcid.org/0000-0001-8062-4902"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jahan Malik","raw_affiliation_strings":["Vellore institute of technology,Department of Computer Science &#x0026; Engineering,Chennai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore institute of technology,Department of Computer Science &#x0026; Engineering,Chennai,India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013986172","display_name":"Praneeth Sai Kumar Tondepu","orcid":"https://orcid.org/0000-0002-7083-9093"},"institutions":[{"id":"https://openalex.org/I4210156205","display_name":"Indian Institute of Management Visakhapatnam","ror":"https://ror.org/05v3hkt95","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210156205"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praneeth Sai Kumar Tondepu","raw_affiliation_strings":["Gandhi Institute of Technology and Management,Department of Computer Science &#x0026; Engineering,Visakhapatnam,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gandhi Institute of Technology and Management,Department of Computer Science &#x0026; Engineering,Visakhapatnam,India","institution_ids":["https://openalex.org/I4210156205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034934515","display_name":"Gopala Krishna Abhishek","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156205","display_name":"Indian Institute of Management Visakhapatnam","ror":"https://ror.org/05v3hkt95","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210156205"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gopala Krishna Abhishek V","raw_affiliation_strings":["Gandhi Institute of Technology and Management,Department of Computer Science &#x0026; Engineering,Visakhapatnam,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gandhi Institute of Technology and Management,Department of Computer Science &#x0026; Engineering,Visakhapatnam,India","institution_ids":["https://openalex.org/I4210156205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325461","display_name":"Ashish Kumar","orcid":"https://orcid.org/0000-0003-3466-8845"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Kumar","raw_affiliation_strings":["Delhi Technological University, Shabad,Department of Information Technology,Delhi,Daulatpur,India","Department of Information Technology, Delhi Technological University, Shabad, Delhi, Daulatpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delhi Technological University, Shabad,Department of Information Technology,Delhi,Daulatpur,India","institution_ids":["https://openalex.org/I863896202"]},{"raw_affiliation_string":"Department of Information Technology, Delhi Technological University, Shabad, Delhi, Daulatpur, India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021044710","display_name":"Sumit Bujare","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sumit Bujare","raw_affiliation_strings":["JSPM's Rajarshi Shahu College Of Engineering,Department of Computer Science &#x0026; Engineering,Pune,Tathawade,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSPM's Rajarshi Shahu College Of Engineering,Department of Computer Science &#x0026; Engineering,Pune,Tathawade,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2094,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.37173913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"31","issue":null,"first_page":"1","last_page":"8"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9987999796867371,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7841665148735046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7762516140937805},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7475599646568298},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7039729356765747},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6603430509567261},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.6076047420501709},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5394232273101807},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5094955563545227},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4848876893520355},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4502621293067932},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3951389789581299},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3606695532798767},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.17336255311965942},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13946467638015747}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7841665148735046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7762516140937805},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7475599646568298},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7039729356765747},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6603430509567261},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.6076047420501709},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5394232273101807},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5094955563545227},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4848876893520355},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4502621293067932},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3951389789581299},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3606695532798767},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.17336255311965942},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13946467638015747},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt54827.2022.9984231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984231","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1592016081","https://openalex.org/W2002659820","https://openalex.org/W2117553021","https://openalex.org/W2147601519","https://openalex.org/W2148353467","https://openalex.org/W2224254632","https://openalex.org/W2559199060","https://openalex.org/W2613696505","https://openalex.org/W2763211814","https://openalex.org/W2791681382","https://openalex.org/W2792931945","https://openalex.org/W2810556939","https://openalex.org/W2885543557","https://openalex.org/W2964194498","https://openalex.org/W2964330706","https://openalex.org/W2969326038","https://openalex.org/W2970192232","https://openalex.org/W3030752429","https://openalex.org/W3033449993","https://openalex.org/W3083692688","https://openalex.org/W3103929117","https://openalex.org/W3106310598","https://openalex.org/W3106435750","https://openalex.org/W3108626180","https://openalex.org/W3110344656","https://openalex.org/W3125690443","https://openalex.org/W3126999824","https://openalex.org/W3157800348","https://openalex.org/W4236282731","https://openalex.org/W6682124897"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W1522196789","https://openalex.org/W3024479225","https://openalex.org/W4323287533"],"abstract_inverted_index":{"The":[0,106],"process":[1],"of":[2,52,170],"separating":[3],"tumors":[4],"from":[5,103,134],"normal":[6],"brain":[7,12],"tissues":[8],"is":[9,18],"known":[10],"as":[11],"tumor":[13,16],"separation.":[14],"Brain":[15],"segmentation":[17,122,132],"a":[19,26,50,75,97,167],"challenging":[20],"job":[21],"in":[22,31,49],"artificial":[23],"intelligence":[24],"and":[25,44,71,81,89,121,184],"crucial":[27],"topic":[28],"for":[29,100,177],"study":[30],"medical":[32,53],"technology.":[33],"Biomedical":[34],"imaging":[35,69],"solutions":[36],"based":[37],"on":[38,78],"computer":[39],"vision":[40],"are":[41],"gaining":[42],"pace,":[43],"e-healthcare":[45],"systems":[46],"can":[47,64,128],"help":[48],"range":[51],"domains.":[54],"They":[55],"provide":[56,161],"radiologists":[57],"with":[58],"identification":[59],"information":[60],"so":[61],"that":[62,73,138],"they":[63],"better":[65],"treat":[66],"patients.":[67],"Medical":[68],"techniques":[70],"procedures":[72],"have":[74,139],"substantial":[76],"impact":[77],"patient":[79],"diagnosis":[80],"treatment":[82],"include":[83],"X-rays,":[84],"Ultrasound,":[85],"Magnetic":[86],"Tone":[87],"Imaging,":[88],"Computed":[90],"Tomography.":[91],"In":[92],"this":[93],"research,":[94],"we":[95,173],"describe":[96],"UNet-based":[98],"approach":[99],"constructing":[101],"segmentations":[102],"MRI":[104,119],"data.":[105],"model":[107,127,176],"will":[108],"be":[109],"able":[110],"to":[111,142,150,160],"train":[112,174],"using":[113,182],"the":[114,126,131,135,146],"provided":[115],"data,":[116],"which":[117],"includes":[118],"scans":[120],"pictures.":[123],"After":[124],"that,":[125],"distinguish":[129],"between":[130],"portions":[133],"scan":[136],"images":[137],"been":[140],"presented":[141],"it.":[143,152],"We":[144],"employ":[145],"cutting-edge":[147],"UNet":[148],"architecture":[149],"implement":[151],"A":[153],"convolutional":[154],"neural":[155],"network":[156],"(CNN)":[157],"was":[158],"built":[159],"more":[162],"precise":[163],"segmentations.":[164],"To":[165],"achieve":[166],"minimum":[168],"accuracy":[169],"99.5":[171],"percent,":[172],"our":[175],"at":[178],"least":[179],"40":[180],"epochs":[181],"training":[183],"validation":[185],"generations.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
