{"id":"https://openalex.org/W4405489128","doi":"https://doi.org/10.1109/embc53108.2024.10782269","title":"RASpine: Regional Attention Lateral Spinal Segmentation based on Anatomical Prior Knowledge","display_name":"RASpine: Regional Attention Lateral Spinal Segmentation based on Anatomical Prior Knowledge","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405489128","doi":"https://doi.org/10.1109/embc53108.2024.10782269","pmid":"https://pubmed.ncbi.nlm.nih.gov/40031459"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5100333738","display_name":"Yue Zhang","orcid":"https://orcid.org/0000-0002-6327-5023"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["The University of Hong Kong,Department of Orthopedics and Traumatology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Department of Orthopedics and Traumatology","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001473276","display_name":"Nan Meng","orcid":"https://orcid.org/0000-0003-2821-7474"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Nan Meng","raw_affiliation_strings":["The University of Hong Kong,Department of Orthopedics and Traumatology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Department of Orthopedics and Traumatology","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084948021","display_name":"Moxin Zhao","orcid":"https://orcid.org/0000-0002-6577-4520"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Moxin Zhao","raw_affiliation_strings":["The University of Hong Kong,Department of Orthopedics and Traumatology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Department of Orthopedics and Traumatology","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100372506","display_name":"Teng Zhang","orcid":"https://orcid.org/0000-0002-5310-8766"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Teng Zhang","raw_affiliation_strings":["The University of Hong Kong,Department of Orthopedics and Traumatology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Department of Orthopedics and Traumatology","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10238","display_name":"Spine and Intervertebral Disc Pathology","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T10776","display_name":"Spinal Fractures and Fixation Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/computer-science","display_name":"Computer science","score":0.6795058846473694},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6047917604446411},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46565181016921997},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3674241006374359},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20177653431892395}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6795058846473694},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6047917604446411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46565181016921997},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3674241006374359},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20177653431892395}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013131","descriptor_name":"Spine","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013131","descriptor_name":"Spine","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013131","descriptor_name":"Spine","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013131","descriptor_name":"Spine","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10782269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40031459","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40031459","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2051641886","https://openalex.org/W2067484188","https://openalex.org/W2086570618","https://openalex.org/W2798122215","https://openalex.org/W2980185997","https://openalex.org/W2996290406","https://openalex.org/W3014641072","https://openalex.org/W3126450795","https://openalex.org/W3127751679","https://openalex.org/W4205301424","https://openalex.org/W4221067441","https://openalex.org/W4321232185","https://openalex.org/W4385245566","https://openalex.org/W4390872110","https://openalex.org/W6750469568","https://openalex.org/W6790275670"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"the":[1,10,19,48,55,88,111,122,131,140,173],"clinical":[2,156],"diagnosis":[3],"and":[4,22,51,81,152,182],"treatment":[5],"of":[6,18,54,92,107],"spinal":[7,20],"disorders,":[8],"segmenting":[9],"spine":[11,27,179],"from":[12],"X-ray":[13,34,178],"images":[14],"provides":[15],"clear":[16],"visualization":[17],"structure":[21],"morphology.":[23],"However,":[24],"while":[25],"existing":[26,164],"segmentation":[28,66,76,112,128,141,168,180],"methods":[29],"perform":[30],"well":[31],"on":[32,40,58,154],"anteroposterior":[33],"images,":[35],"their":[36],"performance":[37,186],"is":[38,44,101,118,136,149],"poor":[39],"lateral":[41,59,177],"X-rays.":[42],"This":[43],"mainly":[45],"due":[46],"to":[47,103,120,138,163],"low":[49],"contrast":[50],"severe":[52],"occlusion":[53],"thoracic":[56],"vertebrae":[57,64,109],"X-rays,":[60],"resulting":[61],"in":[62,65,110,143,176,187],"overlapping":[63,105,123,127,174],"results.":[67,113],"To":[68],"address":[69],"this":[70,72],"issue,":[71],"paper":[73],"proposes":[74],"a":[75,115,155],"network":[77],"called":[78],"Region":[79],"Attention":[80],"Spine":[82],"Prior-based":[83],"Network":[84],"(RASpine).":[85],"By":[86],"utilizing":[87],"anatomical":[89],"prior":[90],"knowledge":[91],"non-overlapping":[93],"regions":[94],"between":[95],"different":[96,108],"vertebrae,":[97],"an":[98],"overlap":[99],"detector":[100],"designed":[102,119],"identify":[104],"parts":[106,175],"Moreover,":[114],"loss":[116],"function":[117],"penalize":[121],"regions,":[124],"thereby":[125],"avoiding":[126],"results":[129,159,181],"for":[130],"vertebrae.":[132],"Finally,":[133],"region":[134],"attention":[135],"employed":[137],"enhance":[139],"accuracy":[142],"challenging":[144],"regions.":[145],"The":[146],"proposed":[147],"RASpine":[148,170],"trained,":[150],"validated,":[151],"tested":[153],"dataset.":[157],"Experimental":[158],"demonstrate":[160],"that":[161],"compared":[162],"mainstream":[165],"medical":[166],"image":[167],"algorithms,":[169],"effectively":[171],"addresses":[172],"achieves":[183],"more":[184],"satisfactory":[185],"multiple":[188],"evaluation":[189],"metrics.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}