{"id":"https://openalex.org/W4388937379","doi":"https://doi.org/10.1109/icccnt56998.2023.10306795","title":"Skull Stripping in Magnetic Resonance Imaging of Brain Using Semantic Segmentation","display_name":"Skull Stripping in Magnetic Resonance Imaging of Brain Using Semantic Segmentation","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937379","doi":"https://doi.org/10.1109/icccnt56998.2023.10306795"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10306795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10306795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th 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/A5111156281","display_name":"S Resmi","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Resmi S","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing, Bengaluru,Dept. of Computer Science and Enginneering,India","Dept. of Computer Science and Enginneering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing, Bengaluru,Dept. of Computer Science and Enginneering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Dept. of Computer Science and Enginneering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022739741","display_name":"Tripty Singh","orcid":"https://orcid.org/0000-0002-3688-4392"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tripty Singh","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing, Bengaluru,Dept. of Computer Science and Enginneering,India","Dept. of Computer Science and Enginneering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing, Bengaluru,Dept. of Computer Science and Enginneering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Dept. of Computer Science and Enginneering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012776688","display_name":"Rimjhim Padam Singh","orcid":"https://orcid.org/0000-0002-5632-7980"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rimjhim Padam Singh","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing, Bengaluru,Dept. of Computer Science and Enginneering,India","Dept. of Computer Science and Enginneering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing, Bengaluru,Dept. of Computer Science and Enginneering,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Dept. of Computer Science and Enginneering, Amrita School of Computing, Bengaluru, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101528447","display_name":"Priyanka Kumar","orcid":"https://orcid.org/0000-0001-6655-4864"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyanka Kumar","raw_affiliation_strings":["University of Texas at San Antonio,Dept. of Computer Science,San Antonio,USA","Dept. of Computer Science, University of Texas at San Antonio, San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio,Dept. of Computer Science,San Antonio,USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Dept. of Computer Science, University of Texas at San Antonio, San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111156281"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":1.8448,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87911403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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":0.9995999932289124,"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/T10052","display_name":"Medical Image Segmentation Techniques","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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7158653140068054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6299248933792114},{"id":"https://openalex.org/keywords/skull","display_name":"Skull","score":0.6236913800239563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6059816479682922},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5701207518577576},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5480567812919617},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.48181620240211487},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43587151169776917},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38027045130729675},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3724878430366516},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1955166757106781},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.1952008306980133},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17681574821472168},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.16764846444129944},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15978708863258362}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7158653140068054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6299248933792114},{"id":"https://openalex.org/C2779300802","wikidata":"https://www.wikidata.org/wiki/Q13147","display_name":"Skull","level":2,"score":0.6236913800239563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6059816479682922},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5701207518577576},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5480567812919617},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48181620240211487},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43587151169776917},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38027045130729675},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3724878430366516},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1955166757106781},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.1952008306980133},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17681574821472168},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.16764846444129944},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15978708863258362}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10306795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10306795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1745334888","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1994157885","https://openalex.org/W2044447818","https://openalex.org/W2126663406","https://openalex.org/W2157270343","https://openalex.org/W2203963179","https://openalex.org/W2502810076","https://openalex.org/W2755659513","https://openalex.org/W2787091153","https://openalex.org/W2914540786","https://openalex.org/W2949863098","https://openalex.org/W2963446712","https://openalex.org/W2963727650","https://openalex.org/W2963840672","https://openalex.org/W2963881378","https://openalex.org/W2998300877","https://openalex.org/W3010601398","https://openalex.org/W3096947210","https://openalex.org/W3132078478","https://openalex.org/W3139477149","https://openalex.org/W4312609480","https://openalex.org/W4312733478"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W2885663991","https://openalex.org/W2071433170","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Magnetic":[0],"Resonance":[1],"Imaging":[2],"(MRI)":[3],"is":[4,176,185,196],"the":[5,14,17,44,53,56,66,71,75,80,188,193,202,226,233,255,259],"most":[6],"extensively":[7],"used":[8,119,143,250],"technique":[9],"for":[10,123,178],"diagnostic":[11],"assessment":[12],"of":[13,16,40,46,52,74,82,157,229],"functioning":[15],"brain.":[18,76],"Compared":[19],"to":[20,187,220],"other":[21,124],"neuroimaging":[22],"techniques":[23,103,130,136,141],"like":[24,131],"CT":[25],"and":[26,104,137,172,204,247,251],"PET,":[27],"MRI":[28,35,57,72,164],"provides":[29,36],"more":[30,86],"soft":[31],"tissue":[32],"variance.":[33],"Hence":[34],"a":[37,154,207,217],"proper":[38],"envision":[39],"brain":[41,54,68,83,163],"structure.":[42],"But":[43],"presence":[45],"tissues":[47,69],"which":[48],"are":[49,142,249,262],"not":[50,197],"part":[51,228],"in":[55,70,93,144,153,162,254],"images":[58,73],"adversely":[59],"affect":[60],"image":[61,128],"analysis.":[62],"Skull":[63,88,147],"stripping":[64,79,89,116,148,161,223,257],"removes":[65],"non":[67],"After":[77],"skull":[78,98,115,160,222,256],"analysis":[81,135],"region":[84,138],"becomes":[85],"efficient.":[87],"can":[90],"be":[91,118],"done":[92],"three":[94],"different":[95],"ways.":[96],"Manual":[97],"stripping,":[99],"by":[100,105,224,232],"classical":[101,145],"segmentation":[102,108],"deep":[106,150,168,236,241],"learning":[107,151,184,195],"techniques.":[109],"The":[110],"output":[111],"resulted":[112,152],"from":[113],"manual":[114],"will":[117],"as":[120],"ground":[121],"truth":[122],"methods.":[125],"Lower":[126],"grade":[127],"processing":[129],"morphological":[132],"operations,":[133],"histogram":[134],"based":[139],"growing":[140],"segmentation.":[146,180],"with":[149],"better":[155,208],"level":[156],"accuracy.For":[158],"performing":[159],"we":[165,215],"propose":[166],"two":[167],"network":[169,175,237],"architectures":[170],"UNet":[171,174,205,230],"ResUNet.":[173],"designed":[177],"semantic":[179],"In":[181,190,213],"ResUNet":[182,211],"residual":[183,194],"added":[186],"UNet.":[189],"this":[191],"study":[192],"showing":[198],"much":[199],"impact":[200],"on":[201,258],"performance":[203,209,253],"shows":[206],"over":[210],".":[212],"addition":[214],"proposed":[216],"new":[218],"approach":[219],"perform":[221],"replacing":[225],"encoder":[227],"model":[231],"pre":[234],"trained":[235,240],"architectures.":[238],"Pre":[239],"models":[242],"DenseNet121,":[243],"MobileNetV2,":[244],"InceptionResNetV2,":[245],"VGG16":[246],"VGG19":[248],"their":[252],"same":[260],"dataset":[261],"compared.":[263]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}