{"id":"https://openalex.org/W4396978887","doi":"https://doi.org/10.1016/j.compbiomed.2024.108592","title":"ConvNextUNet: A small-region attentioned model for cardiac MRI segmentation","display_name":"ConvNextUNet: A small-region attentioned model for cardiac MRI segmentation","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4396978887","doi":"https://doi.org/10.1016/j.compbiomed.2024.108592","pmid":"https://pubmed.ncbi.nlm.nih.gov/38781642"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiomed.2024.108592","doi":"https://doi.org/10.1016/j.compbiomed.2024.108592","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.108592","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5018255357","display_name":"Huiyi Zhang","orcid":"https://orcid.org/0009-0000-4221-6553","observed_orcids":["https://orcid.org/0009-0000-4221-6553"]},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyi Zhang","raw_affiliation_strings":["The Department of Electronic Engineering, Shantou University, Shantou, Guangdong 515063, PR China; Key Laboratory of Digital Signal and Image Processing of Guangdong Province, Shantou, Guangdong 515063, PR China","Key Laboratory of Digital Signal and Image Processing of Guangdong Province, Shantou, Guangdong 515063, PR China","The Department of Electronic Engineering, Shantou University, Shantou, Guangdong 515063, PR China"],"raw_orcid":"https://orcid.org/0009-0000-4221-6553","affiliations":[{"raw_affiliation_string":"The Department of Electronic Engineering, Shantou University, Shantou, Guangdong 515063, PR China; Key Laboratory of Digital Signal and Image Processing of Guangdong Province, Shantou, Guangdong 515063, PR China","institution_ids":["https://openalex.org/I32574673"]},{"raw_affiliation_string":"Key Laboratory of Digital Signal and Image Processing of Guangdong Province, Shantou, Guangdong 515063, PR China","institution_ids":[]},{"raw_affiliation_string":"The Department of Electronic Engineering, Shantou University, Shantou, Guangdong 515063, PR China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069056428","display_name":"Zemin Cai","orcid":"https://orcid.org/0000-0002-7557-9526","observed_orcids":["https://orcid.org/0000-0002-7557-9526"]},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zemin Cai","raw_affiliation_strings":["The Department of Electronic Engineering, Shantou University, Shantou, Guangdong 515063, PR China; Key Laboratory of Digital Signal and Image Processing of Guangdong Province, Shantou, Guangdong 515063, PR China. Electronic address: zmcai@stu.edu.cn","Key Laboratory of Digital Signal and Image Processing of Guangdong Province, Shantou, Guangdong 515063, PR China","The Department of Electronic Engineering, Shantou University, Shantou, Guangdong 515063, PR China"],"raw_orcid":"https://orcid.org/0000-0002-7557-9526","affiliations":[{"raw_affiliation_string":"The Department of Electronic Engineering, Shantou University, Shantou, Guangdong 515063, PR China; Key Laboratory of Digital Signal and Image Processing of Guangdong Province, Shantou, Guangdong 515063, PR China. Electronic address: zmcai@stu.edu.cn","institution_ids":["https://openalex.org/I32574673"]},{"raw_affiliation_string":"Key Laboratory of Digital Signal and Image Processing of Guangdong Province, Shantou, Guangdong 515063, PR China","institution_ids":[]},{"raw_affiliation_string":"The Department of Electronic Engineering, Shantou University, Shantou, Guangdong 515063, PR China","institution_ids":["https://openalex.org/I32574673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5069056428"],"corresponding_institution_ids":["https://openalex.org/I32574673"],"apc_list":{"value":2640,"currency":"USD","value_usd":2640},"apc_paid":null,"fwci":2.0258,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.87701764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"177","issue":null,"first_page":"108592","last_page":"108592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9965999722480774,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9965999722480774,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0010000000474974513,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.0006000000284984708,"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/cardiac-mri-segmentation","display_name":"cardiac MRI segmentation","score":0.9950000047683716},{"id":"https://openalex.org/keywords/convnext","display_name":"ConvNeXt","score":0.8769999742507935},{"id":"https://openalex.org/keywords/u-shaped-network","display_name":"U-shaped network","score":0.6909999847412109},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.890999972820282},{"id":"https://openalex.org/keywords/cross-dataset-generalization","display_name":"cross-dataset generalization","score":0.8999999761581421},{"id":"https://openalex.org/keywords/encoder-decoder-architecture","display_name":"encoder-decoder architecture","score":0.7110000252723694},{"id":"https://openalex.org/keywords/pre-trained-model-transfer-learning","display_name":"pre-trained model transfer learning","score":0.628000020980835},{"id":"https://openalex.org/keywords/cardiac-anatomy","display_name":"cardiac anatomy","score":0.3370000123977661}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8105136156082153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7799806594848633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6137329339981079},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5218366980552673},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.5070674419403076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4796043634414673},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47907668352127075},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4667769968509674},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4167614281177521},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32685428857803345},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08861973881721497},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006321","descriptor_name":"Heart","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":"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":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compbiomed.2024.108592","doi":"https://doi.org/10.1016/j.compbiomed.2024.108592","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2024.108592","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},{"id":"pmid:38781642","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38781642","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,"listed_in":[],"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":"Computers in biology and medicine","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6240000128746033}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7165179767","display_name":null,"funder_award_id":"61876104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8046722846","display_name":null,"funder_award_id":"2023A1515011449","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2337438617","https://openalex.org/W2782881426","https://openalex.org/W2788906943","https://openalex.org/W2789621124","https://openalex.org/W2804047627","https://openalex.org/W2884436604","https://openalex.org/W2888358068","https://openalex.org/W2907750714","https://openalex.org/W2911558038","https://openalex.org/W2914410118","https://openalex.org/W2921406441","https://openalex.org/W2928133111","https://openalex.org/W2943130718","https://openalex.org/W2948730003","https://openalex.org/W2963163009","https://openalex.org/W2964212292","https://openalex.org/W2983365766","https://openalex.org/W2996495478","https://openalex.org/W2997422821","https://openalex.org/W2998623274","https://openalex.org/W3011573465","https://openalex.org/W3039085737","https://openalex.org/W3088226460","https://openalex.org/W3096947210","https://openalex.org/W3104370314","https://openalex.org/W3121083384","https://openalex.org/W3127751679","https://openalex.org/W3128081454","https://openalex.org/W3129430687","https://openalex.org/W3129501203","https://openalex.org/W3152004749","https://openalex.org/W3156643720","https://openalex.org/W3159151542","https://openalex.org/W3204614423","https://openalex.org/W3208983378","https://openalex.org/W4249088405","https://openalex.org/W4284712528","https://openalex.org/W4295934721","https://openalex.org/W4296194902","https://openalex.org/W4302363625","https://openalex.org/W4312443924","https://openalex.org/W4312568229","https://openalex.org/W4319300365","https://openalex.org/W4321232185","https://openalex.org/W4322772630","https://openalex.org/W4323644414","https://openalex.org/W4376571100","https://openalex.org/W4382359192","https://openalex.org/W4384159609","https://openalex.org/W4386065420","https://openalex.org/W4386075748","https://openalex.org/W4386399766","https://openalex.org/W4387837028","https://openalex.org/W4388972909","https://openalex.org/W4388976757","https://openalex.org/W4390872874","https://openalex.org/W4390943477","https://openalex.org/W4391365474","https://openalex.org/W4394593199","https://openalex.org/W4394597754","https://openalex.org/W6742809253","https://openalex.org/W6791469159","https://openalex.org/W6842837080","https://openalex.org/W6858882407","https://openalex.org/W6922609729"],"related_works":["https://openalex.org/W4417471225","https://openalex.org/W4395096554","https://openalex.org/W4412985702","https://openalex.org/W4200238531","https://openalex.org/W3159151542","https://openalex.org/W4391074664","https://openalex.org/W7125177367","https://openalex.org/W4387824611","https://openalex.org/W4285327226","https://openalex.org/W7155058460"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-05-17T00:00:00"}