{"id":"https://openalex.org/W4403295411","doi":"https://doi.org/10.1109/tmi.2024.3477555","title":"CQformer: Learning Dynamics Across Slices in Medical Image Segmentation","display_name":"CQformer: Learning Dynamics Across Slices in Medical Image Segmentation","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4403295411","doi":"https://doi.org/10.1109/tmi.2024.3477555","pmid":"https://pubmed.ncbi.nlm.nih.gov/39388328"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3477555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3477555","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","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/A5101407230","display_name":"Shengjie Zhang","orcid":"https://orcid.org/0000-0002-0829-0124"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengjie Zhang","raw_affiliation_strings":["Institute of Science and Technology for Brain-Inspired Intelligence and the MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China","Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence and the MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]},{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014443222","display_name":"Xin Shen","orcid":"https://orcid.org/0000-0001-5587-933X"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Shen","raw_affiliation_strings":["Department of Mathematics, Beijing Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065332465","display_name":"Xiang Chen","orcid":"https://orcid.org/0000-0001-9916-3544"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Chen","raw_affiliation_strings":["Institute of Science and Technology for Brain-Inspired Intelligence and the MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China","Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence and the MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]},{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071592293","display_name":"Ziqi Yu","orcid":"https://orcid.org/0000-0001-8201-5481"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Yu","raw_affiliation_strings":["MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078230062","display_name":"Bohan Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bohan Ren","raw_affiliation_strings":["School of Cyber Science and Technology, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102757071","display_name":"Haibo Yang","orcid":"https://orcid.org/0000-0003-4830-2297"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Yang","raw_affiliation_strings":["Institute of Science and Technology for Brain-Inspired Intelligence and the MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China","Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence and the MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]},{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051610627","display_name":"Xiao\u2010Yong Zhang","orcid":"https://orcid.org/0000-0001-8965-1077"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Yong Zhang","raw_affiliation_strings":["MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103232390","display_name":"Yuan Zhou","orcid":"https://orcid.org/0000-0002-7846-8629"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhou","raw_affiliation_strings":["School of Data Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Data Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101407230"],"corresponding_institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210085920","https://openalex.org/I4210164150"],"apc_list":null,"apc_paid":null,"fwci":0.3376,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66914205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"44","issue":"2","first_page":"1043","last_page":"1057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7664999961853027,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.7664999961853027,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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-segmentation","display_name":"Image segmentation","score":0.7097424268722534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.657589316368103},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5935068726539612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5915274024009705},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5586816072463989},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5575331449508667},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.524965226650238},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5244089365005493},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.42526838183403015},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3574981093406677},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0857703685760498}],"concepts":[{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7097424268722534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.657589316368103},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5935068726539612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5915274024009705},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5586816072463989},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5575331449508667},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.524965226650238},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5244089365005493},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.42526838183403015},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3574981093406677},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0857703685760498},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","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":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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3477555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3477555","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:39388328","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39388328","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":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5355114863","display_name":null,"funder_award_id":"81873893","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7964583501","display_name":null,"funder_award_id":"82171903","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8354679867","display_name":null,"funder_award_id":"2023YFC2410903","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1901129140","https://openalex.org/W2170167891","https://openalex.org/W2194775991","https://openalex.org/W2464708700","https://openalex.org/W2560023338","https://openalex.org/W2888358068","https://openalex.org/W2980225217","https://openalex.org/W2987039128","https://openalex.org/W2996290406","https://openalex.org/W3013198566","https://openalex.org/W3014974815","https://openalex.org/W3034885317","https://openalex.org/W3085389796","https://openalex.org/W3088257970","https://openalex.org/W3095207884","https://openalex.org/W3127751679","https://openalex.org/W3138516171","https://openalex.org/W3151130473","https://openalex.org/W3164581645","https://openalex.org/W3168649818","https://openalex.org/W3170841864","https://openalex.org/W3171950886","https://openalex.org/W3174708193","https://openalex.org/W3175794661","https://openalex.org/W3200582272","https://openalex.org/W3201782492","https://openalex.org/W3203841574","https://openalex.org/W3204114196","https://openalex.org/W3206685025","https://openalex.org/W4212875960","https://openalex.org/W4214718285","https://openalex.org/W4221115899","https://openalex.org/W4226158211","https://openalex.org/W4289752563","https://openalex.org/W4302276391","https://openalex.org/W4312428231","https://openalex.org/W4312615272","https://openalex.org/W4313137950","https://openalex.org/W4313156423","https://openalex.org/W4379517528","https://openalex.org/W4379660311","https://openalex.org/W4385245566","https://openalex.org/W4391109864","https://openalex.org/W6726029915","https://openalex.org/W6729983426","https://openalex.org/W6763415409","https://openalex.org/W6795435739","https://openalex.org/W6797399245","https://openalex.org/W6798837711","https://openalex.org/W6804342959","https://openalex.org/W6809858421","https://openalex.org/W6838533163"],"related_works":["https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W3011384228","https://openalex.org/W2124969951","https://openalex.org/W2945274617","https://openalex.org/W4313052709","https://openalex.org/W4298131179","https://openalex.org/W2375430703"],"abstract_inverted_index":{"Prevalent":[0],"studies":[1],"on":[2,106,128,141],"deep":[3],"learning-based":[4],"3D":[5,83],"medical":[6],"image":[7],"segmentation":[8,57,126],"capture":[9],"the":[10,56,75,82,95,98,101,135,142],"continuous":[11],"variation":[12,32],"across":[13],"2D":[14,79],"slices":[15,53,80],"mainly":[16],"via":[17,29],"convolution,":[18],"Transformer,":[19],"inter-slice":[20],"interaction,":[21],"and":[22,100,114,118,133],"time":[23],"series":[24],"models.":[25],"In":[26,86],"this":[27,31],"work,":[28],"modeling":[30],"by":[33,131],"an":[34,70],"ordinary":[35],"differential":[36],"equation":[37],"(ODE),":[38],"we":[39],"propose":[40],"a":[41,66,88],"cross":[42],"instance":[43],"query-guided":[44],"Transformer":[45],"architecture":[46],"(CQformer)":[47],"that":[48,121],"leverages":[49],"features":[50,76],"from":[51],"preceding":[52],"to":[54,93],"improve":[55],"performance":[58,138],"of":[59,77,81,139],"subsequent":[60],"slices.":[61],"Its":[62],"key":[63],"components":[64],"include":[65],"cross-attention":[67],"mechanism":[68],"in":[69],"ODE":[71],"formulation,":[72],"which":[73],"bridges":[74],"contiguous":[78],"volumetric":[84],"data.":[85],"addition,":[87],"regression":[89],"head":[90],"is":[91,147],"employed":[92],"shorten":[94],"gap":[96],"between":[97],"bottleneck":[99],"prediction":[102],"layer.":[103],"Extensive":[104],"experiments":[105],"7":[107],"datasets":[108,130],"with":[109],"various":[110],"modalities":[111],"(CT,":[112],"MRI)":[113],"tasks":[115],"(organ,":[116],"tissue,":[117],"lesion)":[119],"demonstrate":[120],"CQformer":[122],"outperforms":[123],"previous":[124],"state-of-the-art":[125],"algorithms":[127],"6":[129],"0.44%-2.45%,":[132],"achieves":[134],"second":[136],"highest":[137],"88.30%":[140],"BTCV":[143],"dataset.":[144],"The":[145],"code":[146],"available":[148],"at":[149],"https://github.com/qbmizsj/CQformer.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}