{"id":"https://openalex.org/W3112508160","doi":"https://doi.org/10.1109/smc42975.2020.9283335","title":"Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise","display_name":"Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise","publication_year":2020,"publication_date":"2020-10-11","ids":{"openalex":"https://openalex.org/W3112508160","doi":"https://doi.org/10.1109/smc42975.2020.9283335","mag":"3112508160"},"language":"en","primary_location":{"id":"doi:10.1109/smc42975.2020.9283335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc42975.2020.9283335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://ira.lib.polyu.edu.hk/bitstream/10397/107119/1/Huang_Bone_Feature_Segmentation.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089406697","display_name":"Zixun Huang","orcid":"https://orcid.org/0000-0002-0930-4276"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Zixun Huang","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374030","display_name":"Liwen Wang","orcid":"https://orcid.org/0000-0001-8396-0645"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Li-Wen Wang","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056524805","display_name":"F.H.F. Leung","orcid":"https://orcid.org/0000-0003-3921-7074"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Frank H. F. Leung","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101754277","display_name":"Sunetra Banerjee","orcid":"https://orcid.org/0000-0001-7923-4915"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sunetra Banerjee","raw_affiliation_strings":["School of Biomedical Engineering, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016957995","display_name":"Deyou Yang","orcid":"https://orcid.org/0000-0002-6230-6473"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"De Yang","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010826473","display_name":"Timothy Tin\u2010Yan Lee","orcid":"https://orcid.org/0000-0002-4194-4345"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Timothy Lee","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446294","display_name":"Juan Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Lyu","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079852457","display_name":"Sai Ho Ling","orcid":"https://orcid.org/0000-0003-0849-5098"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sai Ho Ling","raw_affiliation_strings":["School of Biomedical Engineering, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100673553","display_name":"Yong\u2010Ping Zheng","orcid":"https://orcid.org/0000-0002-3407-9226"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yong-Ping Zheng","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5089406697"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":0.868,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.71286436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1566","last_page":"1571"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9962999820709229,"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":0.9962999820709229,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9951000213623047,"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/robustness","display_name":"Robustness (evolution)","score":0.6774944067001343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6711281538009644},{"id":"https://openalex.org/keywords/speckle-noise","display_name":"Speckle noise","score":0.6546914577484131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6115525960922241},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5924386382102966},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5899221897125244},{"id":"https://openalex.org/keywords/speckle-pattern","display_name":"Speckle pattern","score":0.5559414625167847},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5100882649421692},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49803996086120605},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.48669272661209106},{"id":"https://openalex.org/keywords/scoliosis","display_name":"Scoliosis","score":0.4116875231266022},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.22818255424499512},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22476837038993835},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.09152796864509583}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6774944067001343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6711281538009644},{"id":"https://openalex.org/C180940675","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle noise","level":3,"score":0.6546914577484131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6115525960922241},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5924386382102966},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5899221897125244},{"id":"https://openalex.org/C102290492","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle pattern","level":2,"score":0.5559414625167847},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5100882649421692},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49803996086120605},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.48669272661209106},{"id":"https://openalex.org/C2780955175","wikidata":"https://www.wikidata.org/wiki/Q174857","display_name":"Scoliosis","level":2,"score":0.4116875231266022},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.22818255424499512},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22476837038993835},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.09152796864509583},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/smc42975.2020.9283335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc42975.2020.9283335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/107119","is_oa":true,"landing_page_url":"http://hdl.handle.net/10397/107119","pdf_url":"http://ira.lib.polyu.edu.hk/bitstream/10397/107119/1/Huang_Bone_Feature_Segmentation.pdf","source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/107119","is_oa":true,"landing_page_url":"http://hdl.handle.net/10397/107119","pdf_url":"http://ira.lib.polyu.edu.hk/bitstream/10397/107119/1/Huang_Bone_Feature_Segmentation.pdf","source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320307285","display_name":"Impact Fund","ror":"https://ror.org/00jb20j87"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3112508160.pdf","grobid_xml":"https://content.openalex.org/works/W3112508160.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W63407547","https://openalex.org/W1522301498","https://openalex.org/W1885185971","https://openalex.org/W1901129140","https://openalex.org/W1963531801","https://openalex.org/W1970342280","https://openalex.org/W1987869189","https://openalex.org/W2005089986","https://openalex.org/W2006141088","https://openalex.org/W2009054260","https://openalex.org/W2093289783","https://openalex.org/W2139774746","https://openalex.org/W2152886386","https://openalex.org/W2155669631","https://openalex.org/W2236297715","https://openalex.org/W2395252307","https://openalex.org/W2590996779","https://openalex.org/W2766972491","https://openalex.org/W2953150659","https://openalex.org/W2964121744","https://openalex.org/W2965736297","https://openalex.org/W2970971581","https://openalex.org/W3002843292","https://openalex.org/W4229745950","https://openalex.org/W4240848429","https://openalex.org/W4295312788","https://openalex.org/W6602602389","https://openalex.org/W6631190155","https://openalex.org/W6639824700","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W2541791370","https://openalex.org/W2005437358","https://openalex.org/W2035976912","https://openalex.org/W1669643531","https://openalex.org/W2008656436","https://openalex.org/W2134924024","https://openalex.org/W2023558673","https://openalex.org/W2110230079","https://openalex.org/W2045480779"],"abstract_inverted_index":{"3D":[0],"ultrasound":[1,23,46,88],"imaging":[2,24],"shows":[3,137],"great":[4],"promise":[5],"for":[6,63,87],"scoliosis":[7,21,35],"diagnosis":[8],"thanks":[9],"to":[10,19,26,49,65,104,111,140],"its":[11],"low-costing,":[12],"radiation-free":[13],"and":[14,32,53,61,113,125,136,142],"real-time":[15],"characteristics.":[16],"The":[17,45,95,117],"key":[18],"accessing":[20],"by":[22],"is":[25,58],"accurately":[27],"segment":[28],"the":[29,34,39,42,68,84,106,109,133],"bone":[30,43,78],"area":[31],"measure":[33],"degree":[36],"based":[37,82],"on":[38,83],"symmetry":[40],"of":[41,108,122,127],"features.":[44],"images":[47],"tend":[48],"contain":[50],"many":[51],"speckles":[52],"regular":[54,114,143],"occlusion":[55,115,144],"noise":[56],"which":[57],"difficult,":[59],"tedious":[60],"time-consuming":[62],"experts":[64],"find":[66],"out":[67],"bony":[69],"feature.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"propose":[75],"a":[76,100],"robust":[77],"feature":[79],"segmentation":[80,97],"method":[81,98],"U-net":[85],"structure":[86],"spine":[89],"Volume":[90],"Projection":[91],"Imaging":[92],"(VPI)":[93],"images.":[94],"proposed":[96,118],"introduces":[99],"total":[101],"variance":[102],"loss":[103],"reduce":[105],"sensitivity":[107],"model":[110,135],"small-scale":[112],"noise.":[116,145],"approach":[119],"improves":[120],"2.3%":[121],"Dice":[123],"score":[124,129],"1%":[126],"AUC":[128],"as":[130],"compared":[131],"with":[132],"u-net":[134],"high":[138],"robustness":[139],"speckle":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
