{"id":"https://openalex.org/W7168267985","doi":"https://doi.org/10.1007/978-981-92-3495-0_10","title":"MSCANet: A Lightweight and Robust Model for Colorectal Tumor Segmentation in Medical Imaging","display_name":"MSCANet: A Lightweight and Robust Model for Colorectal Tumor Segmentation in Medical Imaging","publication_year":2026,"publication_date":"2026-07-14","ids":{"openalex":"https://openalex.org/W7168267985","doi":"https://doi.org/10.1007/978-981-92-3495-0_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-92-3495-0_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-3495-0_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5140706610","display_name":"Zhongjie Pan","orcid":"https://orcid.org/0000-0002-0241-7884"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongjie Pan","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, 300457, China"],"raw_orcid":"https://orcid.org/0000-0002-0241-7884","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, 300457, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140584940","display_name":"Ge Tang","orcid":"https://orcid.org/0009-0002-9674-9026"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Tang","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, 300457, China"],"raw_orcid":"https://orcid.org/0009-0002-9674-9026","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, 300457, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140633743","display_name":"Peishi Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210093484","display_name":"Tianjin Nankai Hospital","ror":"https://ror.org/00hq79z10","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093484"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peishi Jiang","raw_affiliation_strings":["Department of Colorectal Surgery, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Nankai University, Tianjin, 300121, China","School of Medicine, Nankai University, Tianjin, 300071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Colorectal Surgery, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Nankai University, Tianjin, 300121, China","institution_ids":["https://openalex.org/I205237279","https://openalex.org/I4210093484"]},{"raw_affiliation_string":"School of Medicine, Nankai University, Tianjin, 300071, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140610533","display_name":"Jingchao Zhang","orcid":"https://orcid.org/0009-0000-7202-3795"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingchao Zhang","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, 300457, China"],"raw_orcid":"https://orcid.org/0009-0000-7202-3795","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, 300457, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140747222","display_name":"Longchun Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210093484","display_name":"Tianjin Nankai Hospital","ror":"https://ror.org/00hq79z10","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093484"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longchun Dong","raw_affiliation_strings":["Department of Radiology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Nankai University, Tianjin, 300121, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Nankai University, Tianjin, 300121, China","institution_ids":["https://openalex.org/I205237279","https://openalex.org/I4210093484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140585189","display_name":"Jiafei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210093484","display_name":"Tianjin Nankai Hospital","ror":"https://ror.org/00hq79z10","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093484"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafei Liu","raw_affiliation_strings":["Department of Colorectal Surgery, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Nankai University, Tianjin, 300121, China","School of Medicine, Nankai University, Tianjin, 300071, China","Tianjin Institute of Coloproctology, Tianjin, 300121, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Colorectal Surgery, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Nankai University, Tianjin, 300121, China","institution_ids":["https://openalex.org/I205237279","https://openalex.org/I4210093484"]},{"raw_affiliation_string":"School of Medicine, Nankai University, Tianjin, 300071, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Institute of Coloproctology, Tianjin, 300121, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140639191","display_name":"Yi Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210093484","display_name":"Tianjin Nankai Hospital","ror":"https://ror.org/00hq79z10","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093484"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Sun","raw_affiliation_strings":["Department of Colorectal Surgery, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Nankai University, Tianjin, 300121, China","School of Medicine, Nankai University, Tianjin, 300071, China","Tianjin Institute of Coloproctology, Tianjin, 300121, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Colorectal Surgery, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Nankai University, Tianjin, 300121, China","institution_ids":["https://openalex.org/I205237279","https://openalex.org/I4210093484"]},{"raw_affiliation_string":"School of Medicine, Nankai University, Tianjin, 300071, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Institute of Coloproctology, Tianjin, 300121, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140732084","display_name":"Jun Tian","orcid":"https://orcid.org/0009-0000-1431-3110"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Tian","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, 300457, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, 300457, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5140639191","https://openalex.org/A5140732084"],"corresponding_institution_ids":["https://openalex.org/I205237279","https://openalex.org/I4210093484"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"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":"111","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7929999828338623},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.6212000250816345},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5557000041007996},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5311999917030334},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47350001335144043},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4307999908924103},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4302000105381012},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.3725000023841858},{"id":"https://openalex.org/keywords/surgical-planning","display_name":"Surgical planning","score":0.3677999973297119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8260999917984009},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7929999828338623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7145000100135803},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.6212000250816345},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5557000041007996},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5311999917030334},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47350001335144043},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4307999908924103},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4302000105381012},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4034000039100647},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C2779370443","wikidata":"https://www.wikidata.org/wiki/Q1776627","display_name":"Surgical planning","level":2,"score":0.3677999973297119},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3614000082015991},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.35370001196861267},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.3328999876976013},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.3190999925136566},{"id":"https://openalex.org/C42023084","wikidata":"https://www.wikidata.org/wiki/Q5249231","display_name":"Decision boundary","level":3,"score":0.3172999918460846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29490000009536743},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.28049999475479126},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.2605000138282776},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C201645570","wikidata":"https://www.wikidata.org/wiki/Q830637","display_name":"Radiation treatment planning","level":3,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-92-3495-0_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-3495-0_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"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/W1901129140","https://openalex.org/W2008359794","https://openalex.org/W2047262695","https://openalex.org/W2101608218","https://openalex.org/W2592929672","https://openalex.org/W2763355946","https://openalex.org/W2908201961","https://openalex.org/W2934399013","https://openalex.org/W2989692526","https://openalex.org/W2997286550","https://openalex.org/W3204166336","https://openalex.org/W4295934721","https://openalex.org/W4321232185","https://openalex.org/W4380992399","https://openalex.org/W4401749301","https://openalex.org/W4402716243","https://openalex.org/W4403152480","https://openalex.org/W4409367393","https://openalex.org/W4415537027"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-07-15T00:00:00"}
