{"id":"https://openalex.org/W4225011990","doi":"https://doi.org/10.1109/isbi52829.2022.9761501","title":"Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research","display_name":"Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research","publication_year":2022,"publication_date":"2022-03-28","ids":{"openalex":"https://openalex.org/W4225011990","doi":"https://doi.org/10.1109/isbi52829.2022.9761501"},"language":"en","primary_location":{"id":"doi:10.1109/isbi52829.2022.9761501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi52829.2022.9761501","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","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/A5076378859","display_name":"Jiayi Zhu","orcid":"https://orcid.org/0000-0003-3837-7631"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I83657090","display_name":"Neuroscience Research Australia","ror":"https://ror.org/01g7s6g79","country_code":"AU","type":"facility","lineage":["https://openalex.org/I83657090"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jiayi Zhu","raw_affiliation_strings":["University of New South Wales,Sydney,Australia","University of New South Wales, Sydney, Australia","Neuroscience Research Australia (NeuRA), Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,Sydney,Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Neuroscience Research Australia (NeuRA), Sydney, Australia","institution_ids":["https://openalex.org/I83657090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072259355","display_name":"Bart Bolsterlee","orcid":"https://orcid.org/0000-0001-8277-5026"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I83657090","display_name":"Neuroscience Research Australia","ror":"https://ror.org/01g7s6g79","country_code":"AU","type":"facility","lineage":["https://openalex.org/I83657090"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bart Bolsterlee","raw_affiliation_strings":["University of New South Wales,Sydney,Australia","University of New South Wales, Sydney, Australia","Neuroscience Research Australia (NeuRA), Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,Sydney,Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Neuroscience Research Australia (NeuRA), Sydney, Australia","institution_ids":["https://openalex.org/I83657090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029611368","display_name":"Brian V. Y. Chow","orcid":"https://orcid.org/0000-0001-9294-3361"},"institutions":[{"id":"https://openalex.org/I83657090","display_name":"Neuroscience Research Australia","ror":"https://ror.org/01g7s6g79","country_code":"AU","type":"facility","lineage":["https://openalex.org/I83657090"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brian V. Y. Chow","raw_affiliation_strings":["University of New South Wales,Sydney,Australia","University of New South Wales, Sydney, Australia","Neuroscience Research Australia (NeuRA), Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,Sydney,Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Neuroscience Research Australia (NeuRA), Sydney, Australia","institution_ids":["https://openalex.org/I83657090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041567418","display_name":"Yang Song","orcid":"https://orcid.org/0000-0003-1283-1672"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang Song","raw_affiliation_strings":["University of New South Wales,Sydney,Australia","University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,Sydney,Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023548565","display_name":"Erik Meijering","orcid":"https://orcid.org/0000-0001-8015-8358"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Erik Meijering","raw_affiliation_strings":["University of New South Wales,Sydney,Australia","University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,Sydney,Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076378859"],"corresponding_institution_ids":["https://openalex.org/I31746571","https://openalex.org/I83657090"],"apc_list":null,"apc_paid":null,"fwci":1.8275,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85714286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental 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/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental 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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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":0.6816858053207397},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6532001495361328},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.6098997592926025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5890964269638062},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5806193351745605},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5478713512420654},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4717501103878021},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42752930521965027},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4180023670196533},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38298913836479187},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19917288422584534},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.11168456077575684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6816858053207397},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6532001495361328},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.6098997592926025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5890964269638062},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5806193351745605},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5478713512420654},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4717501103878021},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42752930521965027},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4180023670196533},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38298913836479187},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19917288422584534},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.11168456077575684},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi52829.2022.9761501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi52829.2022.9761501","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1518236078","https://openalex.org/W1522301498","https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W2008993105","https://openalex.org/W2464708700","https://openalex.org/W2592929672","https://openalex.org/W2777186991","https://openalex.org/W2884366600","https://openalex.org/W2951577939","https://openalex.org/W2962914239","https://openalex.org/W2963446712","https://openalex.org/W2963794428","https://openalex.org/W2964227007","https://openalex.org/W2995412459","https://openalex.org/W2997028236","https://openalex.org/W3048087138","https://openalex.org/W3112931158","https://openalex.org/W3200641183","https://openalex.org/W6631190155","https://openalex.org/W6638667902","https://openalex.org/W6639824700"],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2370917603","https://openalex.org/W2952760143","https://openalex.org/W2017776670","https://openalex.org/W2347897961","https://openalex.org/W2340870721","https://openalex.org/W2358318464","https://openalex.org/W2979236518","https://openalex.org/W3091955004"],"abstract_inverted_index":{"Musculoskeletal":[0],"research":[1],"such":[2],"as":[3],"studies":[4],"of":[5,17,42,70,79,84,98,122,146],"muscle":[6,87],"growth":[7],"in":[8,86],"children":[9,71,82,147],"with":[10,72,119,148],"cerebral":[11],"palsy":[12],"(CP)":[13],"often":[14],"requires":[15],"segmentation":[16],"muscles":[18],"from":[19,77],"magnetic":[20],"resonance":[21],"imaging":[22],"(MRI)":[23],"scans.":[24],"This":[25],"process":[26],"has":[27],"recently":[28],"been":[29],"automated":[30],"by":[31,135],"deep":[32,62],"neural":[33,46,63],"networks":[34,47,64],"due":[35],"to":[36,55,66,68,115],"the":[37],"costly":[38],"and":[39,89,91,124,139,149],"subjective":[40],"nature":[41],"manual":[43],"labelling.":[44],"Deep":[45],"typically":[48,80,92],"perform":[49,56],"well":[50],"but,":[51],"on":[52,144],"average,":[53],"tend":[54],"worse":[57],"than":[58],"human":[59],"raters.":[60],"Furthermore,":[61],"need":[65],"generalize":[67],"scans":[69,78,145],"CP,":[73],"which":[74],"look":[75],"different":[76],"developing":[81],"because":[83],"differences":[85],"size":[88],"composition,":[90],"constitute":[93],"only":[94],"a":[95,107,120,136],"small":[96],"portion":[97],"training":[99],"data.":[100],"To":[101],"tackle":[102],"those":[103],"issues,":[104],"we":[105],"propose":[106],"novel":[108],"end-to-end":[109],"attention-based":[110],"hybrid":[111],"network":[112,129],"that":[113],"learns":[114],"segment":[116],"musculoskeletal":[117],"structures":[118],"mixture":[121],"inter-":[123],"intra-slice":[125],"features.":[126],"The":[127],"proposed":[128],"statistically":[130],"significantly":[131],"outperforms":[132],"its":[133],"contenders":[134],"substantial":[137],"margin":[138],"demonstrates":[140],"robust":[141],"generalization":[142],"capabilities":[143],"without":[150],"CP.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
