{"id":"https://openalex.org/W4388721391","doi":"https://doi.org/10.1109/gcce59613.2023.10315266","title":"A Multi-View Weighted Fusion Model for Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI","display_name":"A Multi-View Weighted Fusion Model for Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4388721391","doi":"https://doi.org/10.1109/gcce59613.2023.10315266"},"language":"en","primary_location":{"id":"doi:10.1109/gcce59613.2023.10315266","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcce59613.2023.10315266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"},"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/A5111075329","display_name":"Hikari Maeda","orcid":null},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hikari Maeda","raw_affiliation_strings":["Ritsumeikan University,College of Information Science of Information Science,Shiga,Japan","College of Information Science of Information Science, Ritsumeikan University, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ritsumeikan University,College of Information Science of Information Science,Shiga,Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Science of Information Science, Ritsumeikan University, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010434486","display_name":"Yutaro Iwamoto","orcid":"https://orcid.org/0000-0001-6723-8652"},"institutions":[{"id":"https://openalex.org/I189513530","display_name":"Osaka Electro-Communication University","ror":"https://ror.org/056bksm23","country_code":"JP","type":"education","lineage":["https://openalex.org/I189513530"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yutaro Iwamoto","raw_affiliation_strings":["Osaka Electro-Communication University,Osaka,Japan","Osaka Electro-Communication University, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka Electro-Communication University,Osaka,Japan","institution_ids":["https://openalex.org/I189513530"]},{"raw_affiliation_string":"Osaka Electro-Communication University, Osaka, Japan","institution_ids":["https://openalex.org/I189513530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007555980","display_name":"Masahiro Nonaka","orcid":"https://orcid.org/0000-0002-8127-2635"},"institutions":[{"id":"https://openalex.org/I126884977","display_name":"Kansai Medical University","ror":"https://ror.org/001xjdh50","country_code":"JP","type":"education","lineage":["https://openalex.org/I126884977"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Nonaka","raw_affiliation_strings":["Kansai Medical University,Osaka,Japan","Kansai Medical University, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kansai Medical University,Osaka,Japan","institution_ids":["https://openalex.org/I126884977"]},{"raw_affiliation_string":"Kansai Medical University, Osaka, Japan","institution_ids":["https://openalex.org/I126884977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010150695","display_name":"Yinhao Li","orcid":"https://orcid.org/0000-0002-8924-5279"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yinhao Li","raw_affiliation_strings":["Ritsumeikan University,College of Information Science and Engineering,Shiga,Japan","College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ritsumeikan University,College of Information Science and Engineering,Shiga,Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044216245","display_name":"Yen\u2010Wei Chen","orcid":"https://orcid.org/0000-0002-5952-0188"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yen-Wei Chen","raw_affiliation_strings":["Ritsumeikan University,College of Information Science and Engineering,Shiga,Japan","College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ritsumeikan University,College of Information Science and Engineering,Shiga,Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.23487677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"727","last_page":"730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11406","display_name":"Cerebrospinal fluid and hydrocephalus","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/lateral-ventricles","display_name":"Lateral ventricles","score":0.8391637802124023},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8224989175796509},{"id":"https://openalex.org/keywords/hydrocephalus","display_name":"Hydrocephalus","score":0.7605429887771606},{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.6598224639892578},{"id":"https://openalex.org/keywords/coronal-plane","display_name":"Coronal plane","score":0.6080896258354187},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5288763046264648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4427240192890167},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.43885496258735657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4324984848499298},{"id":"https://openalex.org/keywords/cerebrospinal-fluid","display_name":"Cerebrospinal fluid","score":0.41389793157577515},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4012833535671234},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.2508746385574341},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.24960923194885254},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10000655055046082}],"concepts":[{"id":"https://openalex.org/C2780744974","wikidata":"https://www.wikidata.org/wiki/Q1929623","display_name":"Lateral ventricles","level":2,"score":0.8391637802124023},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8224989175796509},{"id":"https://openalex.org/C2778134817","wikidata":"https://www.wikidata.org/wiki/Q193003","display_name":"Hydrocephalus","level":2,"score":0.7605429887771606},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.6598224639892578},{"id":"https://openalex.org/C13483470","wikidata":"https://www.wikidata.org/wiki/Q1470152","display_name":"Coronal plane","level":2,"score":0.6080896258354187},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5288763046264648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4427240192890167},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.43885496258735657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4324984848499298},{"id":"https://openalex.org/C2779651940","wikidata":"https://www.wikidata.org/wiki/Q54196","display_name":"Cerebrospinal fluid","level":2,"score":0.41389793157577515},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4012833535671234},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.2508746385574341},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.24960923194885254},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10000655055046082},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce59613.2023.10315266","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcce59613.2023.10315266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","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":9,"referenced_works":["https://openalex.org/W1846543079","https://openalex.org/W1901129140","https://openalex.org/W2043433304","https://openalex.org/W2150489858","https://openalex.org/W2464708700","https://openalex.org/W2884436604","https://openalex.org/W3015788359","https://openalex.org/W3080698448","https://openalex.org/W4220960948"],"related_works":["https://openalex.org/W2085797056","https://openalex.org/W3029575091","https://openalex.org/W3206109241","https://openalex.org/W2096492337","https://openalex.org/W2089641517","https://openalex.org/W2053950117","https://openalex.org/W4327677471","https://openalex.org/W2392728866","https://openalex.org/W2097859795","https://openalex.org/W2021642417"],"abstract_inverted_index":{"Brain":[0],"ventricles":[1,40,55,116],"of":[2,13,20,24,37,75,77,113,147],"infants":[3],"with":[4,41,56,96,117,151],"hydrocephalus":[5,42,57],"is":[6,45,176],"a":[7,106],"disease":[8],"in":[9,43],"which":[10],"the":[11,17,21,52,63,81,84,120,145,148,156,168,184],"accumulation":[12],"cerebrospinal":[14],"fluid":[15],"causes":[16],"abnormal":[18],"expansion":[19],"ventricular":[22],"region":[23],"brain.":[25],"The":[26,173],"3D":[27,78,85,88],"MRI":[28,44],"volumes":[29],"are":[30],"widely":[31],"used":[32,93],"to":[33,128,154,166],"examine":[34],"it.":[35],"Segmentation":[36],"infant":[38,53,114],"brain":[39,54,115],"an":[46],"essential":[47],"step":[48],"for":[49,94,111],"diagnosis.":[50],"Since":[51],"have":[58],"complicated":[59],"and":[60,138],"diverse":[61],"shapes,":[62],"conventional":[64],"2D":[65,126],"segmentation":[66,95,112,130,158,174],"methods":[67],"(e.g.,":[68,87],"U-Net)":[69,89],"cannot":[70],"achieve":[71],"good":[72],"performance":[73],"because":[74],"lack":[76],"information.":[79],"On":[80],"other":[82],"hand,":[83],"models":[86],"can":[90],"not":[91],"be":[92],"limited":[97],"training":[98],"samples":[99],"(volumes).":[100],"In":[101,119,160],"this":[102],"paper,":[103],"we":[104,123,143,162],"propose":[105],"multi-view":[107],"weighted":[108],"fusion":[109],"model":[110],"hydrocephalus.":[118],"proposed":[121],"method,":[122],"first":[124],"use":[125,164],"U-Net":[127],"perform":[129],"from":[131],"three":[132,149],"different":[133,152],"views,":[134],"i.e.,":[135],"axial,":[136],"sagittal":[137],"coronal":[139],"plans,":[140],"respectively.":[141],"Then":[142],"fused":[144],"results":[146],"views":[150],"weights":[153],"form":[155],"final":[157],"result.":[159],"addition,":[161],"also":[163],"z-score":[165],"normalize":[167],"MR":[169],"images":[170],"before":[171],"segmentation.":[172],"accuracy":[175],"about":[177],"91.8%":[178],"by":[179],"setting":[180],"higher":[181],"weight":[182],"on":[183],"axial":[185],"view.":[186]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}