{"id":"https://openalex.org/W4406828754","doi":"https://doi.org/10.32604/cmc.2025.059733","title":"DMHFR: Decoder with Multi-Head Feature Receptors for Tract Image Segmentation","display_name":"DMHFR: Decoder with Multi-Head Feature Receptors for Tract Image Segmentation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406828754","doi":"https://doi.org/10.32604/cmc.2025.059733"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2025.059733","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.059733","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-3/TSP_CMC_59733/TSP_CMC_59733.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-3/TSP_CMC_59733/TSP_CMC_59733.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101392493","display_name":"Jianuo Huang","orcid":"https://orcid.org/0009-0001-6017-4147"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I4210124907","display_name":"Zhongshan Hospital of Xiamen University","ror":"https://ror.org/02z125451","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianuo Huang","raw_affiliation_strings":["Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I4210124907"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bohan Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I4210124907","display_name":"Zhongshan Hospital of Xiamen University","ror":"https://ror.org/02z125451","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bohan Lai","raw_affiliation_strings":["Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I4210124907"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weiye Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I4210124907","display_name":"Zhongshan Hospital of Xiamen University","ror":"https://ror.org/02z125451","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiye Qiu","raw_affiliation_strings":["Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I4210124907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043272903","display_name":"Caixu Xu","orcid":"https://orcid.org/0000-0003-4296-0192"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I4210124907","display_name":"Zhongshan Hospital of Xiamen University","ror":"https://ror.org/02z125451","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caixu Xu","raw_affiliation_strings":["Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I4210124907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100527293","display_name":"Jie He","orcid":"https://orcid.org/0009-0005-0291-9648"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I4210124907","display_name":"Zhongshan Hospital of Xiamen University","ror":"https://ror.org/02z125451","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie He","raw_affiliation_strings":["Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Endoscopy Center, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361015, China 2 School of Computing and Data Science, Xiamen University Malaysia, Sepang, 43900, Malaysia 3 School of Computer Science and Techonology, Tongji University, Shanghai, 200092, China 4 Guangxi Key Laboratory of Machine Vision and Intelligent Control, Wuzhou University, Wuzhou, 543002, China 5 Xiamen Clinical Research Center for Cancer Therapy, Xiamen, 361015, China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I4210124907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5628,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62946703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"82","issue":"3","first_page":"4841","last_page":"4862"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8123000264167786,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8123000264167786,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.7748000025749207,"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/feature","display_name":"Feature (linguistics)","score":0.6961665153503418},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.6298168301582336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5828474760055542},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5520199537277222},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5332213640213013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5286349058151245},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45457643270492554},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3781065046787262},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16881665587425232},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.041174083948135376}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6961665153503418},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.6298168301582336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5828474760055542},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5520199537277222},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5332213640213013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5286349058151245},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45457643270492554},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3781065046787262},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16881665587425232},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.041174083948135376},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2025.059733","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.059733","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-3/TSP_CMC_59733/TSP_CMC_59733.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2025.059733","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.059733","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-3/TSP_CMC_59733/TSP_CMC_59733.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406828754.pdf","grobid_xml":"https://content.openalex.org/works/W4406828754.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W2008359794","https://openalex.org/W2021088830","https://openalex.org/W2285968993","https://openalex.org/W2560328367","https://openalex.org/W2789559946","https://openalex.org/W2963529609","https://openalex.org/W3048524582","https://openalex.org/W3175515048","https://openalex.org/W3183430956","https://openalex.org/W3199914841","https://openalex.org/W3216552527","https://openalex.org/W4289822973","https://openalex.org/W4290715209","https://openalex.org/W4302009288","https://openalex.org/W4385573131","https://openalex.org/W6600013530","https://openalex.org/W6603963165","https://openalex.org/W6630441560","https://openalex.org/W6634391743","https://openalex.org/W6639824700","https://openalex.org/W6649172765","https://openalex.org/W6687483927","https://openalex.org/W6698183232","https://openalex.org/W6718240422","https://openalex.org/W6735463952","https://openalex.org/W6742002635","https://openalex.org/W6743731764","https://openalex.org/W6747813083","https://openalex.org/W6752419450","https://openalex.org/W6753182481","https://openalex.org/W6753493430","https://openalex.org/W6770612327","https://openalex.org/W6776492765","https://openalex.org/W6780102755","https://openalex.org/W6784983210","https://openalex.org/W6788404544","https://openalex.org/W6790555728","https://openalex.org/W6791406852","https://openalex.org/W6792881003","https://openalex.org/W6794715132","https://openalex.org/W6795435739","https://openalex.org/W6797399245","https://openalex.org/W6797848312","https://openalex.org/W6798783770","https://openalex.org/W6800299096","https://openalex.org/W6801877552","https://openalex.org/W6802702928","https://openalex.org/W6810746100","https://openalex.org/W6840238634","https://openalex.org/W6841179227","https://openalex.org/W6842367508","https://openalex.org/W6842554920","https://openalex.org/W6842858706","https://openalex.org/W6843496935","https://openalex.org/W6848158313","https://openalex.org/W6849841749","https://openalex.org/W6849884611","https://openalex.org/W6851864227","https://openalex.org/W6857013745"],"related_works":["https://openalex.org/W3097502728","https://openalex.org/W2113206756","https://openalex.org/W4379231730","https://openalex.org/W3147584709","https://openalex.org/W4389858081","https://openalex.org/W3009949491","https://openalex.org/W1927475415","https://openalex.org/W2501551404","https://openalex.org/W4298131179","https://openalex.org/W2613352840"],"abstract_inverted_index":{"The":[0],"self-attention":[1],"mechanism":[2],"of":[3],"Transformers,":[4],"which":[5],"captures":[6],"long-range":[7],"contextual":[8,23],"information,":[9],"has":[10],"demonstrated":[11],"significant":[12],"potential":[13],"in":[14],"image":[15],"segmentation.":[16],"However,":[17],"their":[18],"ability":[19],"to":[20],"learn":[21],"local,":[22],"relationships":[24],"bet...":[25],"|":[26],"Find,":[27],"read":[28],"and":[29],"cite":[30],"all":[31],"the":[32],"research":[33],"you":[34],"need":[35],"on":[36],"Tech":[37],"Science":[38],"Press":[39]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-24T06:17:17.354583","created_date":"2025-10-10T00:00:00"}
