{"id":"https://openalex.org/W4404031358","doi":"https://doi.org/10.1109/icccnt61001.2024.10725309","title":"Enhanced Brain Tumor Segmentation using UNet3D: A Deep Learning Perspective","display_name":"Enhanced Brain Tumor Segmentation using UNet3D: A Deep Learning Perspective","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031358","doi":"https://doi.org/10.1109/icccnt61001.2024.10725309"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th 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/A5050093247","display_name":"I R Oviya","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":"I R Oviya","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111276536","display_name":"S. Vishnu","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":false,"raw_author_name":"S Vishnu","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114046544","display_name":"Janani Srinivasan Anusha","orcid":"https://orcid.org/0009-0004-2807-798X"},"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":"Janani Srinivasan Anusha","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106529363","display_name":"Veda Chatiyode","orcid":"https://orcid.org/0009-0000-1118-9839"},"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":"Veda Chatiyode","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077698499","display_name":"S. Priyanga","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":false,"raw_author_name":"S Priyanga","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113309087","display_name":"Kriti Charan","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":false,"raw_author_name":"K. Kumara Siva Charan","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engg.,Chennai,India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050093247"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":1.1657,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79801686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9900000095367432,"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":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6666381359100342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.62368243932724},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5662347078323364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5529928207397461},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5493464469909668}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6666381359100342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.62368243932724},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5662347078323364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5529928207397461},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5493464469909668}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W1884191083","https://openalex.org/W1901129140","https://openalex.org/W1911361012","https://openalex.org/W2036044314","https://openalex.org/W2134807618","https://openalex.org/W2160382843","https://openalex.org/W2301358467","https://openalex.org/W2310992461","https://openalex.org/W2914604012","https://openalex.org/W2928374940","https://openalex.org/W3154447216","https://openalex.org/W3168737150","https://openalex.org/W4230172521","https://openalex.org/W4283080861","https://openalex.org/W4289705852","https://openalex.org/W4292405814","https://openalex.org/W4308923888","https://openalex.org/W4323021536","https://openalex.org/W4391093931","https://openalex.org/W4391641218"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W4321369474","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":{"Brain":[0],"tumors":[1,28,125],"pose":[2],"huge":[3],"challenges":[4],"in":[5,129,164],"diagnosis":[6,168],"and":[7,19,44,64,79,88,136,151,170,177,183,188],"treatment":[8,39,189],"due":[9],"to":[10,21,66,82,110,172],"various":[11,94],"reasons":[12],"such":[13],"as":[14],"their":[15],"aggressive":[16],"nature,":[17],"heterogeneity,":[18],"resistance":[20],"standard":[22],"therapies.":[23],"Accurate":[24],"segmentation":[25,70,181],"of":[26,117,160,175],"brain":[27,68,166,179],"from":[29,93,123,140],"multimodal":[30,161],"magnetic":[31],"resonance":[32],"imaging":[33,149],"(MRI)":[34],"scans":[35],"is":[36],"crucial":[37],"for":[38,58,132],"planning,":[40],"disease":[41],"progression":[42],"tracking,":[43],"patient":[45,186],"outcome":[46],"prediction.":[47],"This":[48],"research":[49,131],"proposes":[50],"a":[51,102],"novel":[52],"U-Net-based":[53],"deep":[54,118],"learning":[55,86,119],"method":[56,108,156],"tailored":[57],"the":[59,84,106,158,173],"BraTS":[60],"2020":[61],"challenge":[62],"dataset":[63],"aims":[65,109],"improve":[67],"tumor":[69,113,167,180],"accuracy.":[71],"The":[72,115,142,154],"methodology":[73],"integrates":[74],"ensemble":[75],"strategies,":[76],"attention":[77],"mechanisms,":[78],"residual":[80],"connections":[81],"enhance":[83],"model\u2019s":[85],"capacity":[87],"durability.":[89],"Leveraging":[90],"complementary":[91],"data":[92],"MRI":[95,162],"modalities":[96],"(T1,":[97],"T2,":[98],"T1c,":[99],"FLAIR)":[100],"using":[101],"multi-input,":[103],"multi-output":[104],"approach,":[105],"proposed":[107,155],"better":[111],"define":[112],"sub-regions.":[114],"integration":[116],"with":[120],"radiomic":[121],"characteristics":[122],"segmented":[124],"had":[126],"been":[127],"explored":[128],"this":[130],"predicting":[133],"overall":[134,185],"survival":[135],"differentiating":[137],"true":[138],"recurrence":[139],"pseudoprogression.":[141],"study":[143],"offers":[144],"reliable":[145],"testing":[146],"across":[147],"diverse":[148],"protocols":[150],"scanner":[152],"configurations.":[153],"emphasizes":[157],"importance":[159],"analysis":[163],"improving":[165],"accuracy":[169],"contributes":[171],"advancement":[174],"precise":[176],"trustworthy":[178],"algorithms":[182],"enhances":[184],"care":[187],"outcomes.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}