{"id":"https://openalex.org/W7160874009","doi":"https://doi.org/10.1109/spicscon69221.2025.11504143","title":"Cavum Septum Pellucidum Instance Segmentation By Brain Point Detection","display_name":"Cavum Septum Pellucidum Instance Segmentation By Brain Point Detection","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W7160874009","doi":"https://doi.org/10.1109/spicscon69221.2025.11504143"},"language":"en","primary_location":{"id":"doi:10.1109/spicscon69221.2025.11504143","doi":"https://doi.org/10.1109/spicscon69221.2025.11504143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spicscon69221.2025.11504143","pdf_url":null,"source":{"id":"https://openalex.org/S7407097036","display_name":"IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5111227670","display_name":"Shudipta Banik","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shudipta Banik","raw_affiliation_strings":["East Delta University,Dept. of Computer Science and Engineering,Chittagong,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East Delta University,Dept. of Computer Science and Engineering,Chittagong,Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055075998","display_name":"Israt Jahan","orcid":"https://orcid.org/0000-0002-7370-4282","observed_orcids":["https://orcid.org/0000-0002-7370-4282","https://orcid.org/0009-0005-9406-6223","https://orcid.org/0009-0003-5375-8085"]},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Israt Jahan","raw_affiliation_strings":["East West University,Dept. of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Dept. of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135887335","display_name":"Md. Samiul Islam","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Md. Samiul Islam","raw_affiliation_strings":["Edith Cowan Univerisity,School of Science,WA,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edith Cowan Univerisity,School of Science,WA,Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135862655","display_name":"Saikat Sarkar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Saikat Sarkar","raw_affiliation_strings":["Daffodil International University,Dept. of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Dept. of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kamrul Islam","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Kamrul Islam","raw_affiliation_strings":["East West University,Dept. of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Dept. of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135878833","display_name":"Nafiuzzaman Udoy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nafiuzzaman Udoy","raw_affiliation_strings":["East West University,Dept. of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Dept. of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135903246","display_name":"Pronobesh Barua","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pronobesh Barua","raw_affiliation_strings":["National University,Dept. of Mathematics,Gazipur,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University,Dept. of Mathematics,Gazipur,Bangladesh","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63047002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9634000062942505,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9634000062942505,"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":0.018699999898672104,"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":0.014600000344216824,"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/cavum-septum-pellucidum","display_name":"cavum septum pellucidum","score":0.9869999885559082},{"id":"https://openalex.org/keywords/instance-segmentation","display_name":"instance segmentation","score":0.972000002861023},{"id":"https://openalex.org/keywords/yolov8","display_name":"YOLOv8","score":0.7950000166893005},{"id":"https://openalex.org/keywords/brain-mri","display_name":"brain MRI","score":0.7720000147819519},{"id":"https://openalex.org/keywords/medical-image-segmentation","display_name":"medical image segmentation","score":0.8479999899864197},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"neuroimaging","score":0.7450000047683716},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.44699999690055847}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5447999835014343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4999000132083893},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.45080000162124634},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.44530001282691956},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4284999966621399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3718999922275543},{"id":"https://openalex.org/C2776799924","wikidata":"https://www.wikidata.org/wiki/Q1514754","display_name":"Septum pellucidum","level":2,"score":0.31189998984336853},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.30239999294281006},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2680000066757202}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spicscon69221.2025.11504143","doi":"https://doi.org/10.1109/spicscon69221.2025.11504143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spicscon69221.2025.11504143","pdf_url":null,"source":{"id":"https://openalex.org/S7407097036","display_name":"IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2732931556","https://openalex.org/W2964684984","https://openalex.org/W3042011474","https://openalex.org/W3121221980","https://openalex.org/W3157982919","https://openalex.org/W3187472674","https://openalex.org/W3190897386","https://openalex.org/W4213072076","https://openalex.org/W4224305131","https://openalex.org/W4296019571","https://openalex.org/W4380091421","https://openalex.org/W4385987583","https://openalex.org/W4386265160","https://openalex.org/W4392450929","https://openalex.org/W4408086393","https://openalex.org/W4408610932","https://openalex.org/W4409712694","https://openalex.org/W4410810088","https://openalex.org/W4410810273","https://openalex.org/W4411171981","https://openalex.org/W4412171328","https://openalex.org/W4412364553","https://openalex.org/W4412624528","https://openalex.org/W4413294824","https://openalex.org/W4413400493","https://openalex.org/W4413796720","https://openalex.org/W4413822958","https://openalex.org/W4413823931"],"related_works":["https://openalex.org/W7118896072","https://openalex.org/W4410513345","https://openalex.org/W4413050302","https://openalex.org/W4407628083","https://openalex.org/W7212112954","https://openalex.org/W4414010273","https://openalex.org/W2911412957","https://openalex.org/W4410553110","https://openalex.org/W4415991325","https://openalex.org/W4417471195"],"abstract_inverted_index":{"Cavum":[0],"Septum":[1],"Pellucidum":[2],"(CSP)":[3],"is":[4,54],"a":[5,118,134],"critical":[6],"brain":[7,122],"structure":[8],"frequently":[9],"evaluated":[10],"in":[11,96],"neurological":[12],"and":[13,20,25,67,86,105,127,131,156],"psychiatric":[14],"assessments":[15],"which":[16,53,161],"requires":[17],"precise":[18],"identification":[19],"segmentation":[21,97,151,159],"for":[22,44,57,166],"accurate":[23],"diagnosis":[24],"evaluation.":[26],"This":[27,74,170],"paper":[28,76],"introduces":[29],"the":[30,69,72,89,91,112,158,173,189],"YOLO":[31,80],"(You":[32],"Only":[33],"Look":[34],"Once)":[35],"model":[36,52,116],"within":[37,195],"an":[38,49],"improved":[39],"framework":[40],"of":[41,71,114,121,137,175,191],"advanced":[42],"methods":[43],"data":[45],"augmentation.":[46],"It":[47],"incorporates":[48],"optimized":[50],"YOLOv9c":[51,92],"specifically":[55],"designed":[56],"high-resolution":[58],"medical":[59,192],"imaging":[60,138],"that":[61,145],"helps":[62],"to":[63,187],"identify":[64],"key":[65],"points":[66],"outline":[68],"boundaries":[70],"CSP.":[73],"research":[75,171],"use":[77],"four":[78],"different":[79],"version":[81],"algorithms:":[82],"YOLOv8m,":[83],"YOLOv8n,":[84],"YOLOv8x,":[85],"YOLOv9c.":[87],"Among":[88],"models,":[90],"demonstrates":[93],"significant":[94],"enhancements":[95],"accuracy":[98,155],"attaining":[99],"high":[100],"precision":[101,108],"$(0.962)$,":[102],"recall":[103],"$(0.946)$,":[104],"mean":[106],"average":[107],"(0.980).":[109],"We":[110],"evaluate":[111],"performance":[113],"our":[115],"using":[117],"comprehensive":[119],"dataset":[120],"MRI":[123],"(Magnetic":[124],"Resonance":[125],"Imaging)":[126],"it":[128,163],"shows":[129],"robustness":[130],"adaptability":[132],"across":[133],"wide":[135],"range":[136],"conditions.":[139],"In":[140],"this":[141],"study,":[142],"observations":[143],"indicate":[144],"integrating":[146,176],"point":[147],"detection":[148,185],"into":[149],"instance":[150],"tasks":[152],"enhances":[153],"localization":[154],"optimizes":[157],"process,":[160],"makes":[162],"highly":[164],"suitable":[165],"real-time":[167],"clinical":[168],"applications.":[169],"highlights":[172],"promise":[174],"state-of-the-art":[177],"CNN":[178],"(Convolutional":[179],"Neural":[180],"Network)":[181],"architectures":[182],"with":[183],"innovative":[184],"techniques":[186],"advance":[188],"analysis":[190],"images,":[193],"especially":[194],"neuroimaging.":[196]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-05-12T00:00:00"}
