{"id":"https://openalex.org/W4386352739","doi":"https://doi.org/10.1109/isbi53787.2023.10230776","title":"DDEW-net: Automatic Assessment of Scoliosis through Dual Decoder Enhancement Network","display_name":"DDEW-net: Automatic Assessment of Scoliosis through Dual Decoder Enhancement Network","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4386352739","doi":"https://doi.org/10.1109/isbi53787.2023.10230776"},"language":"en","primary_location":{"id":"doi:10.1109/isbi53787.2023.10230776","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi53787.2023.10230776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th 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/A5049432381","display_name":"Lulin Zou","orcid":"https://orcid.org/0000-0002-0343-4619"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lulin Zou","raw_affiliation_strings":["Ningbo University,The Faculty of Electrical Engineering and Computer Science,Ningbo,China","The Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"Ningbo University,The Faculty of Electrical Engineering and Computer Science,Ningbo,China","institution_ids":["https://openalex.org/I109935558"]},{"raw_affiliation_string":"The Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101618645","display_name":"Rong Zhang","orcid":"https://orcid.org/0000-0001-8019-245X"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Zhang","raw_affiliation_strings":["Ningbo University,The Faculty of Electrical Engineering and Computer Science,Ningbo,China","The Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"Ningbo University,The Faculty of Electrical Engineering and Computer Science,Ningbo,China","institution_ids":["https://openalex.org/I109935558"]},{"raw_affiliation_string":"The Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013717269","display_name":"Lijun Guo","orcid":"https://orcid.org/0000-0002-6133-9564"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Guo","raw_affiliation_strings":["Ningbo University,The Faculty of Electrical Engineering and Computer Science,Ningbo,China","The Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"Ningbo University,The Faculty of Electrical Engineering and Computer Science,Ningbo,China","institution_ids":["https://openalex.org/I109935558"]},{"raw_affiliation_string":"The Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049432381"],"corresponding_institution_ids":["https://openalex.org/I109935558"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11118404,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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/T11030","display_name":"Scoliosis diagnosis and treatment","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10776","display_name":"Spinal Fractures and Fixation Techniques","score":0.9915000200271606,"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":0.7391608357429504},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7286568284034729},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6387127041816711},{"id":"https://openalex.org/keywords/cobb-angle","display_name":"Cobb angle","score":0.6065824031829834},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5966895222663879},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5716227293014526},{"id":"https://openalex.org/keywords/scoliosis","display_name":"Scoliosis","score":0.5573785305023193},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5213866829872131},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4757530391216278},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46040403842926025},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43709784746170044},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42631110548973083},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3977629542350769},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19820719957351685},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10471475124359131}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7391608357429504},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7286568284034729},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6387127041816711},{"id":"https://openalex.org/C2778871979","wikidata":"https://www.wikidata.org/wiki/Q1104591","display_name":"Cobb angle","level":3,"score":0.6065824031829834},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5966895222663879},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5716227293014526},{"id":"https://openalex.org/C2780955175","wikidata":"https://www.wikidata.org/wiki/Q174857","display_name":"Scoliosis","level":2,"score":0.5573785305023193},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5213866829872131},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4757530391216278},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46040403842926025},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43709784746170044},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42631110548973083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3977629542350769},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19820719957351685},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10471475124359131},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi53787.2023.10230776","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi53787.2023.10230776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","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":19,"referenced_works":["https://openalex.org/W2042311485","https://openalex.org/W2152750261","https://openalex.org/W2563455450","https://openalex.org/W2565639579","https://openalex.org/W2618019088","https://openalex.org/W2751970356","https://openalex.org/W2970802276","https://openalex.org/W3003242569","https://openalex.org/W3013124435","https://openalex.org/W3022054028","https://openalex.org/W3027484126","https://openalex.org/W3105453815","https://openalex.org/W3109507704","https://openalex.org/W3123208191","https://openalex.org/W3202309335","https://openalex.org/W3203677218","https://openalex.org/W4293793696","https://openalex.org/W6769618353","https://openalex.org/W6773908596"],"related_works":["https://openalex.org/W2465193852","https://openalex.org/W4388025427","https://openalex.org/W4401552834","https://openalex.org/W4294974937","https://openalex.org/W4328026508","https://openalex.org/W2968509133","https://openalex.org/W3175427170","https://openalex.org/W2055231866","https://openalex.org/W2126178566","https://openalex.org/W4213330631"],"abstract_inverted_index":{"Automatic":[0],"assessment":[1],"of":[2,10,14,28,80,96,105],"the":[3,8,11,25,50,73,77,81,94,102,106,114,130,142],"Cobb":[4],"angle":[5],"can":[6],"improve":[7],"efficiency":[9],"clinical":[12,42],"diagnosis":[13],"scoliosis.":[15],"Existing":[16],"automated":[17],"scoliosis":[18],"detection":[19],"methods":[20],"fail":[21],"to":[22,68],"deal":[23],"with":[24,59],"small":[26],"proportion":[27],"vertebrae":[29,82],"in":[30,83,93],"X-ray":[31],"images,":[32],"blurred":[33],"vertebral":[34,107,119,124],"boundaries,":[35],"and":[36,88,123],"local":[37,69,118],"occlusion,":[38],"thus":[39],"limiting":[40],"their":[41],"application.":[43],"To":[44],"overcome":[45],"these":[46],"problems,":[47],"we":[48],"propose":[49],"Dual":[51],"Decoding":[52],"Enhanced":[53],"W-net":[54],"(DDEW-net),":[55],"a":[56,60,66,84,97],"multi-task":[57],"network":[58],"dual":[61],"decoder":[62,75],"structure,":[63],"which":[64],"uses":[65],"global":[67],"learning":[70],"process.":[71],"Specifically,":[72],"intermediate":[74,115],"performs":[76,117],"overall":[78],"segmentation":[79],"deep":[85],"supervision":[86],"form,":[87],"its":[89],"dense":[90],"prediction":[91],"result,":[92],"form":[95],"spatial":[98],"attention":[99],"map,":[100],"enhances":[101],"information":[103],"representation":[104],"regions.":[108],"The":[109],"tail":[110],"decoder,":[111,116],"assisted":[112],"by":[113],"center":[120],"point":[121],"localization":[122],"inclination":[125],"estimation.":[126],"Extensive":[127],"experiments":[128],"on":[129],"public":[131],"AASCE":[132],"challenge":[133],"dataset":[134],"demonstrate":[135],"that":[136],"DDEW-net":[137],"achieves":[138],"better":[139],"performance":[140],"than":[141],"state-of-the-art":[143],"methods.":[144]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
