{"id":"https://openalex.org/W4411508064","doi":"https://doi.org/10.1016/j.cmpb.2025.108905","title":"DC-MSSFF Net: Dule-channel multi-scale spatial-spectral feature fusion network for cholangiocarcinoma pathology high-resolution hyperspectral image segmentation","display_name":"DC-MSSFF Net: Dule-channel multi-scale spatial-spectral feature fusion network for cholangiocarcinoma pathology high-resolution hyperspectral image segmentation","publication_year":2025,"publication_date":"2025-06-21","ids":{"openalex":"https://openalex.org/W4411508064","doi":"https://doi.org/10.1016/j.cmpb.2025.108905","pmid":"https://pubmed.ncbi.nlm.nih.gov/40561840"},"language":"en","primary_location":{"id":"doi:10.1016/j.cmpb.2025.108905","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2025.108905","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Computer Methods and Programs in Biomedicine","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/A5003998478","display_name":"Meiyan Liang","orcid":"https://orcid.org/0000-0002-2636-5919"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meiyan Liang","raw_affiliation_strings":["Shanxi Key Laboratory of Wireless Communication and Detection, School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, Shanxi, China; Shanxi Beike Biotechnology, Taiyuan, 030006, Shanxi, China. Electronic address: meiyanliang@sxu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-2636-5919","affiliations":[{"raw_affiliation_string":"Shanxi Key Laboratory of Wireless Communication and Detection, School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, Shanxi, China; Shanxi Beike Biotechnology, Taiyuan, 030006, Shanxi, China. Electronic address: meiyanliang@sxu.edu.cn","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003132379","display_name":"Zhihua Xi","orcid":"https://orcid.org/0000-0001-6352-0167"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zelin Xi","raw_affiliation_strings":["Shanxi Institute of Mechanical and Electrical Engineering, Changzhi, 046000, Shanxi, China. Electronic address: 202122616117@email.sxu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanxi Institute of Mechanical and Electrical Engineering, Changzhi, 046000, Shanxi, China. Electronic address: 202122616117@email.sxu.edu.cn","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374360","display_name":"Bo Li","orcid":"https://orcid.org/0000-0001-6709-0942"},"institutions":[{"id":"https://openalex.org/I4210165359","display_name":"Shanxi Cardiovascular Hospital","ror":"https://ror.org/05mzp4d74","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210165359"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Department of Rehabilitation Treatment, Shanxi Rongjun Hospital, Taiyuan, 030000, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation Treatment, Shanxi Rongjun Hospital, Taiyuan, 030000, Shanxi, China","institution_ids":["https://openalex.org/I4210165359"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403173","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0002-5491-8840"},"institutions":[{"id":"https://openalex.org/I4210158804","display_name":"Shanxi Academy of Medical Sciences","ror":"https://ror.org/04tshhm50","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158804"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Wang","raw_affiliation_strings":["Department of pathology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, Shanxi, China. Electronic address: wanglin@sxbqeh.com.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of pathology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, Shanxi, China. Electronic address: wanglin@sxbqeh.com.cn","institution_ids":["https://openalex.org/I4210158804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003998478","https://openalex.org/A5100403173"],"corresponding_institution_ids":["https://openalex.org/I181877577","https://openalex.org/I4210158804"],"apc_list":{"value":2880,"currency":"USD","value_usd":2880},"apc_paid":null,"fwci":4.188,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93887066,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"269","issue":null,"first_page":"108905","last_page":"108905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.21549999713897705,"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/T10862","display_name":"AI in cancer detection","score":0.21549999713897705,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.17509999871253967,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.07029999792575836,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7729336023330688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7584520578384399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6995210647583008},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6385180950164795},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5962896347045898},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5817224383354187},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.528777003288269},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4976363480091095},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47976621985435486},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4597392976284027},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.4594185948371887},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.43316853046417236},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4246736466884613},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4232340455055237}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7729336023330688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7584520578384399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6995210647583008},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6385180950164795},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5962896347045898},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5817224383354187},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.528777003288269},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4976363480091095},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47976621985435486},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4597392976284027},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.4594185948371887},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.43316853046417236},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4246736466884613},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4232340455055237},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D001650","descriptor_name":"Bile Duct Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001650","descriptor_name":"Bile Duct Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001650","descriptor_name":"Bile Duct Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D001650","descriptor_name":"Bile Duct Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"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":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018281","descriptor_name":"Cholangiocarcinoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D018281","descriptor_name":"Cholangiocarcinoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D018281","descriptor_name":"Cholangiocarcinoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D018281","descriptor_name":"Cholangiocarcinoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.cmpb.2025.108905","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2025.108905","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Computer Methods and Programs in Biomedicine","raw_type":"journal-article"},{"id":"pmid:40561840","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40561840","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":"Computer methods and programs in biomedicine","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G280126198","display_name":null,"funder_award_id":"11804209","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3052307115","display_name":null,"funder_award_id":"202303021211014","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"},{"id":"https://openalex.org/G4963134873","display_name":null,"funder_award_id":"2023M742577","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7480495207","display_name":null,"funder_award_id":"2023-010","funder_id":"https://openalex.org/F4320321884","funder_display_name":"Shanxi Scholarship Council 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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320321884","display_name":"Shanxi Scholarship Council of China","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320322666","display_name":"Natural Science Foundation of Shanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1977066218","https://openalex.org/W1988386267","https://openalex.org/W2160662337","https://openalex.org/W2191637929","https://openalex.org/W2341545927","https://openalex.org/W2500751094","https://openalex.org/W2590544588","https://openalex.org/W2766946666","https://openalex.org/W2798122215","https://openalex.org/W2809635958","https://openalex.org/W2889396243","https://openalex.org/W2892621946","https://openalex.org/W2902972690","https://openalex.org/W2914331134","https://openalex.org/W2928182459","https://openalex.org/W2981108991","https://openalex.org/W2989601473","https://openalex.org/W2991494819","https://openalex.org/W2991616716","https://openalex.org/W2996290406","https://openalex.org/W3036589244","https://openalex.org/W3047443805","https://openalex.org/W3087334746","https://openalex.org/W3088873647","https://openalex.org/W3103695279","https://openalex.org/W3119311349","https://openalex.org/W3127751679","https://openalex.org/W3149839747","https://openalex.org/W3214085799","https://openalex.org/W4211248913","https://openalex.org/W4234577872","https://openalex.org/W4281633835","https://openalex.org/W4294558607","https://openalex.org/W4319041191","https://openalex.org/W4320002835","https://openalex.org/W4327808525","https://openalex.org/W4384938791","https://openalex.org/W4385336589","https://openalex.org/W4401880010","https://openalex.org/W4401976047","https://openalex.org/W4403210136","https://openalex.org/W4408236028","https://openalex.org/W6639824700","https://openalex.org/W6642674909","https://openalex.org/W6702404065","https://openalex.org/W6704443453","https://openalex.org/W6729470825","https://openalex.org/W6731768644","https://openalex.org/W6738964360","https://openalex.org/W6752111494","https://openalex.org/W6753619604","https://openalex.org/W6757634740","https://openalex.org/W6809341137","https://openalex.org/W6849310931","https://openalex.org/W6851033197","https://openalex.org/W6871399351","https://openalex.org/W6873276190","https://openalex.org/W6878335825"],"related_works":["https://openalex.org/W2317401237","https://openalex.org/W1990800631","https://openalex.org/W2167120702","https://openalex.org/W2579567122","https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2372421320","https://openalex.org/W2057775483","https://openalex.org/W2889234809"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
