{"id":"https://openalex.org/W4407732905","doi":"https://doi.org/10.2139/ssrn.5134300","title":"Mism: A Medical Image Segmentation Mode with Pre-Trainable Encoder and Parallel Bidirectional Sampling Co-Decoder","display_name":"Mism: A Medical Image Segmentation Mode with Pre-Trainable Encoder and Parallel Bidirectional Sampling Co-Decoder","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407732905","doi":"https://doi.org/10.2139/ssrn.5134300"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.5134300","doi":"https://doi.org/10.2139/ssrn.5134300","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5134300","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5134300","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082602904","display_name":"Quanjin Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Quanjin Liu","raw_affiliation_strings":["Anqing Normal University","Anqing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Normal University","institution_ids":["https://openalex.org/I46482218"]},{"raw_affiliation_string":"Anqing Normal University, China","institution_ids":["https://openalex.org/I46482218"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Huilei Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huilei Huang","raw_affiliation_strings":["Anqing Normal University","Anqing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Normal University","institution_ids":["https://openalex.org/I46482218"]},{"raw_affiliation_string":"Anqing Normal University, China","institution_ids":["https://openalex.org/I46482218"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091919908","display_name":"Ping Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210134312","display_name":"Anqing City Hospital","ror":"https://ror.org/049q0vg17","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210134312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Chen","raw_affiliation_strings":["Anqing Municipal Hospital","Anqing Municipal Hospital, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Municipal Hospital","institution_ids":["https://openalex.org/I4210134312"]},{"raw_affiliation_string":"Anqing Municipal Hospital, China","institution_ids":["https://openalex.org/I4210134312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051864449","display_name":"Benzheng Wei","orcid":"https://orcid.org/0000-0001-9640-4947","observed_orcids":["https://orcid.org/0000-0001-9640-4947"]},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benzheng Wei","raw_affiliation_strings":["Shandong University of Traditional Chinese Medicine","Shandong University of Traditional Chinese Medicine, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Traditional Chinese Medicine","institution_ids":["https://openalex.org/I134738993"]},{"raw_affiliation_string":"Shandong University of Traditional Chinese Medicine, Shandong, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuezhong Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuezhong Zhang","raw_affiliation_strings":["Shandong University of Traditional Chinese Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Traditional Chinese Medicine","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yihao Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihao Yang","raw_affiliation_strings":["Anqing Normal University","Anqing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Normal University","institution_ids":["https://openalex.org/I46482218"]},{"raw_affiliation_string":"Anqing Normal University, China","institution_ids":["https://openalex.org/I46482218"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052620227","display_name":"Chun\u2010Hui He","orcid":"https://orcid.org/0000-0003-0810-5248","observed_orcids":["https://orcid.org/0000-0003-0810-5248"]},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhui He","raw_affiliation_strings":["Anqing Normal University","Anqing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Normal University","institution_ids":["https://openalex.org/I46482218"]},{"raw_affiliation_string":"Anqing Normal University, China","institution_ids":["https://openalex.org/I46482218"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yaqi Ling","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqi Ling","raw_affiliation_strings":["Anqing Normal University","Anqing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Normal University","institution_ids":["https://openalex.org/I46482218"]},{"raw_affiliation_string":"Anqing Normal University, China","institution_ids":["https://openalex.org/I46482218"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100609603","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0001-5804-8734","observed_orcids":["https://orcid.org/0000-0001-5804-8734"]},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["Shandong University of Traditional Chinese Medicine","Shandong University of Traditional Chinese Medicine, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Traditional Chinese Medicine","institution_ids":["https://openalex.org/I134738993"]},{"raw_affiliation_string":"Shandong University of Traditional Chinese Medicine, Shandong, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066485497","display_name":"Langtao Hu","orcid":"https://orcid.org/0000-0003-1704-2736","observed_orcids":["https://orcid.org/0000-0003-1704-2736"]},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Langtao Hu","raw_affiliation_strings":["Anqing Normal University","Anqing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Normal University","institution_ids":["https://openalex.org/I46482218"]},{"raw_affiliation_string":"Anqing Normal University, China","institution_ids":["https://openalex.org/I46482218"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101685050","display_name":"Lei Wu","orcid":"https://orcid.org/0000-0001-7924-9498","observed_orcids":["https://orcid.org/0000-0001-7924-9498"]},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wu","raw_affiliation_strings":["Anqing Normal University","Anqing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Normal University","institution_ids":["https://openalex.org/I46482218"]},{"raw_affiliation_string":"Anqing Normal University, China","institution_ids":["https://openalex.org/I46482218"]}]},{"author_position":"last","author":{"id":null,"display_name":"Rujiang Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rujiang Liu","raw_affiliation_strings":["Anqing Normal University","Anqing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anqing Normal University","institution_ids":["https://openalex.org/I46482218"]},{"raw_affiliation_string":"Anqing Normal University, China","institution_ids":["https://openalex.org/I46482218"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082602904"],"corresponding_institution_ids":["https://openalex.org/I46482218"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9916999936103821,"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":0.9916999936103821,"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":0.0044999998062849045,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.002099999925121665,"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/medical-image-segmentation","display_name":"medical image segmentation","score":1.0},{"id":"https://openalex.org/keywords/self-supervised-pretraining","display_name":"self-supervised pre-training","score":0.9110000133514404},{"id":"https://openalex.org/keywords/unlabeled-medical-images","display_name":"unlabeled medical images","score":0.8190000057220459},{"id":"https://openalex.org/keywords/swin-transformer","display_name":"Swin Transformer","score":0.9300000071525574},{"id":"https://openalex.org/keywords/depthwise-separable-convolution","display_name":"depthwise separable convolution","score":0.9520000219345093},{"id":"https://openalex.org/keywords/limited-labeled-data","display_name":"limited labeled data","score":0.3970000147819519}],"concepts":[{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.7847182154655457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938385367393494},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6674442887306213},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.540776789188385},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.52958083152771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44102850556373596},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43759605288505554},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42437517642974854},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.09039139747619629},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"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":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.5134300","doi":"https://doi.org/10.2139/ssrn.5134300","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5134300","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5134300","doi":"https://doi.org/10.2139/ssrn.5134300","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5134300","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2476548250","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2626778328","https://openalex.org/W2752782242","https://openalex.org/W2884822772","https://openalex.org/W2955058313","https://openalex.org/W2963091558","https://openalex.org/W2963420686","https://openalex.org/W2963857746","https://openalex.org/W2964309882","https://openalex.org/W2982220924","https://openalex.org/W3042011474","https://openalex.org/W3093317808","https://openalex.org/W3094502228","https://openalex.org/W3129208677","https://openalex.org/W3138516171","https://openalex.org/W3169865585","https://openalex.org/W3202703479","https://openalex.org/W4226002507","https://openalex.org/W4226069476","https://openalex.org/W4287198652","https://openalex.org/W4307771774","https://openalex.org/W4312804044","https://openalex.org/W4321232185","https://openalex.org/W4384133781","https://openalex.org/W4386071539","https://openalex.org/W4386350424","https://openalex.org/W4387356825","https://openalex.org/W4389659852","https://openalex.org/W4390561780","https://openalex.org/W4390562731","https://openalex.org/W4393159321","https://openalex.org/W4402484647","https://openalex.org/W4402726980","https://openalex.org/W4403944333","https://openalex.org/W4408634392","https://openalex.org/W4411939329"],"related_works":["https://openalex.org/W4407935751","https://openalex.org/W4415709091","https://openalex.org/W4410858187","https://openalex.org/W4403067380","https://openalex.org/W6929810502","https://openalex.org/W4406075583","https://openalex.org/W7133693620","https://openalex.org/W7134139168","https://openalex.org/W4405185125","https://openalex.org/W7151611459"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2025-02-20T00:00:00"}
