{"id":"https://openalex.org/W4408355766","doi":"https://doi.org/10.1109/icassp49660.2025.10888770","title":"SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching","display_name":"SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408355766","doi":"https://doi.org/10.1109/icassp49660.2025.10888770"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5100419946","display_name":"Li Yi","orcid":"https://orcid.org/0000-0002-7547-5073"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Li","raw_affiliation_strings":["Southern University of Science and Technology,Department of Mechanical and Energy Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Mechanical and Energy Engineering","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080011047","display_name":"Heting Gao","orcid":"https://orcid.org/0000-0002-2857-3842"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heting Gao","raw_affiliation_strings":["Southern University of Science and Technology,Department of Mechanical and Energy Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Mechanical and Energy Engineering","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035813675","display_name":"Mingde He","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingde He","raw_affiliation_strings":["Southern University of Science and Technology,Department of Mechanical and Energy Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Mechanical and Energy Engineering","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077387825","display_name":"Jinqian Liang","orcid":"https://orcid.org/0000-0003-1839-6050"},"institutions":[{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinqian Liang","raw_affiliation_strings":["Peking Union Medical College Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010340252","display_name":"Jason Gu","orcid":"https://orcid.org/0000-0002-7626-1077"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jason Gu","raw_affiliation_strings":["Dalhousie University,Electrical and Computer Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalhousie University,Electrical and Computer Engineering","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100431792","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-3865-8145"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Southern University of Science and Technology,Department of Mechanical and Energy Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Department of Mechanical and Energy Engineering","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9904999732971191,"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"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9904999732971191,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9876000285148621,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9603999853134155,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/image-stitching","display_name":"Image stitching","score":0.9630805253982544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6204168200492859},{"id":"https://openalex.org/keywords/scoliosis","display_name":"Scoliosis","score":0.4837675094604492},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40044069290161133},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34720590710639954},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.27893322706222534},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2646259069442749}],"concepts":[{"id":"https://openalex.org/C29081049","wikidata":"https://www.wikidata.org/wiki/Q1364242","display_name":"Image stitching","level":2,"score":0.9630805253982544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6204168200492859},{"id":"https://openalex.org/C2780955175","wikidata":"https://www.wikidata.org/wiki/Q174857","display_name":"Scoliosis","level":2,"score":0.4837675094604492},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40044069290161133},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34720590710639954},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.27893322706222534},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2646259069442749}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1977536821","https://openalex.org/W2041393762","https://openalex.org/W2126060993","https://openalex.org/W2145988275","https://openalex.org/W2194775991","https://openalex.org/W2260501409","https://openalex.org/W2326688259","https://openalex.org/W2763280975","https://openalex.org/W2770525750","https://openalex.org/W2935777362","https://openalex.org/W3175249881","https://openalex.org/W3175532615","https://openalex.org/W3182360346","https://openalex.org/W4206610958","https://openalex.org/W4390872094","https://openalex.org/W4392910600","https://openalex.org/W6718003766","https://openalex.org/W6796538260","https://openalex.org/W6861213978","https://openalex.org/W6861387779"],"related_works":["https://openalex.org/W2989927550","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747"],"abstract_inverted_index":{"In":[0,49,96],"scoliosis":[1,35],"surgery,":[2,36],"the":[3,9,14,50,68,83,87,93,97,102,133,141],"limited":[4],"field":[5],"of":[6,8,18,63],"view":[7],"C-arm":[10],"Xray":[11],"machine":[12],"restricts":[13],"surgeons\u2019":[15],"holistic":[16],"analysis":[17],"spinal":[19],"structures.":[20],"This":[21],"paper":[22],"presents":[23],"an":[24],"end-to-end":[25],"efficient":[26],"and":[27,47,124,152],"robust":[28],"intraoperative":[29],"X-ray":[30],"image":[31,57],"stitching":[32,98],"method":[33,40],"for":[34],"named":[37,60],"SX-Stitch.":[38],"The":[39,113],"is":[41,117,129],"divided":[42],"into":[43],"two":[44],"stages:":[45],"segmentation":[46,51,58,94],"stitching.":[48],"stage,":[52,99],"we":[53,100],"propose":[54],"a":[55,109,125],"medical":[56],"model":[59,85],"Vision":[61],"Mamba":[62,71],"Spine-UNet":[64],"(VMS-UNet),":[65],"which":[66],"utilizes":[67],"state":[69],"space":[70],"to":[72,107,120,131],"capture":[73],"long-distance":[74],"contextual":[75],"information":[76],"while":[77],"maintaining":[78],"linear":[79],"computational":[80],"complexity.":[81],"Meanwhile,":[82],"proposed":[84],"incorporates":[86],"SimAM":[88],"attention":[89],"mechanism,":[90],"significantly":[91],"improving":[92],"performance.":[95],"simplify":[101],"alignment":[103],"process":[104],"between":[105],"images":[106,123],"minimize":[108],"registration":[110],"energy":[111,115,127],"function.":[112],"total":[114],"function":[116,128],"then":[118],"optimized":[119],"order":[121],"unordered":[122],"hybrid":[126],"introduced":[130],"optimize":[132],"best":[134],"seam,":[135],"effectively":[136],"eliminating":[137],"parallax":[138],"artifacts.":[139],"On":[140],"clinical":[142],"dataset,":[143],"Sx-Stitch":[144],"demonstrates":[145],"superiority":[146],"over":[147],"SOTA":[148],"schemes":[149],"both":[150],"qualitatively":[151],"quantitatively.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}