{"id":"https://openalex.org/W4410770910","doi":"https://doi.org/10.1109/cacml64929.2025.11010942","title":"DMPNet: Robust Real-Time Intraoperative Parathyroid Identification via Novel Dual-Modality Fusion Framework of White-Light and Spectral Imaging","display_name":"DMPNet: Robust Real-Time Intraoperative Parathyroid Identification via Novel Dual-Modality Fusion Framework of White-Light and Spectral Imaging","publication_year":2025,"publication_date":"2025-03-28","ids":{"openalex":"https://openalex.org/W4410770910","doi":"https://doi.org/10.1109/cacml64929.2025.11010942"},"language":"en","primary_location":{"id":"doi:10.1109/cacml64929.2025.11010942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cacml64929.2025.11010942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML)","raw_type":"proceedings-article"},"type":"article","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":null,"display_name":"Xuan Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuan Wen","raw_affiliation_strings":["Sun Yat-sen University,School of Intelligent Systems Engineering,Guangzhou,China,510275"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Intelligent Systems Engineering,Guangzhou,China,510275","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042588418","display_name":"Peiliang Lin","orcid":"https://orcid.org/0000-0002-9859-8199"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210097354","display_name":"Sun Yat-sen Memorial Hospital","ror":"https://ror.org/01px77p81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097354"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiliang Lin","raw_affiliation_strings":["Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Guangdong Provincial Key Laboratory, of Malignant Tumor Epigenetics and Gene Regulation,Guangzhou,China,510275"],"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Guangdong Provincial Key Laboratory, of Malignant Tumor Epigenetics and Gene Regulation,Guangzhou,China,510275","institution_ids":["https://openalex.org/I4210097354","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113267724","display_name":"Jianming Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210097354","display_name":"Sun Yat-sen Memorial Hospital","ror":"https://ror.org/01px77p81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097354"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Fan","raw_affiliation_strings":["Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Department of Otolaryngology,Guangzhou,China,510275"],"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Department of Otolaryngology,Guangzhou,China,510275","institution_ids":["https://openalex.org/I4210097354","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085036899","display_name":"Jialei Chen","orcid":"https://orcid.org/0009-0007-7453-0126"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialei Chen","raw_affiliation_strings":["Sun Yat-sen University,School of Intelligent Systems Engineering,Guangzhou,China,510275"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Intelligent Systems Engineering,Guangzhou,China,510275","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110164877","display_name":"Faya Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210097354","display_name":"Sun Yat-sen Memorial Hospital","ror":"https://ror.org/01px77p81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097354"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Faya Liang","raw_affiliation_strings":["Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Department of Otolaryngology,Guangzhou,China,510275"],"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Department of Otolaryngology,Guangzhou,China,510275","institution_ids":["https://openalex.org/I4210097354","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044265543","display_name":"Yuexin Cai","orcid":"https://orcid.org/0000-0002-2434-9747"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210097354","display_name":"Sun Yat-sen Memorial Hospital","ror":"https://ror.org/01px77p81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097354"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuexin Cai","raw_affiliation_strings":["Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Department of Otolaryngology,Guangzhou,China,510275"],"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Department of Otolaryngology,Guangzhou,China,510275","institution_ids":["https://openalex.org/I4210097354","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103102495","display_name":"Xiaoming Huang","orcid":"https://orcid.org/0000-0003-3710-0171"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210097354","display_name":"Sun Yat-sen Memorial Hospital","ror":"https://ror.org/01px77p81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097354"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Huang","raw_affiliation_strings":["Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Department of Otolaryngology,Guangzhou,China,510275"],"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen Memorial Hospital, Sun Yat-sen University,Department of Otolaryngology,Guangzhou,China,510275","institution_ids":["https://openalex.org/I4210097354","https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003633670","display_name":"Junzhou Chen","orcid":"https://orcid.org/0000-0002-3388-3503"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junzhou Chen","raw_affiliation_strings":["Sun Yat-sen University,School of Intelligent Systems Engineering,Guangzhou,China,510275"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Intelligent Systems Engineering,Guangzhou,China,510275","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10432745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9571999907493591,"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"}},{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6857192516326904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5213029384613037},{"id":"https://openalex.org/keywords/white-light","display_name":"White light","score":0.49508944153785706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.474668025970459},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46620261669158936},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4453389644622803},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.43406182527542114},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.32665541768074036},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2809370458126068},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14680463075637817},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11195021867752075},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08889421820640564}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6857192516326904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5213029384613037},{"id":"https://openalex.org/C2984065012","wikidata":"https://www.wikidata.org/wiki/Q23444","display_name":"White light","level":2,"score":0.49508944153785706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.474668025970459},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46620261669158936},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4453389644622803},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.43406182527542114},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32665541768074036},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2809370458126068},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14680463075637817},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11195021867752075},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08889421820640564},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cacml64929.2025.11010942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cacml64929.2025.11010942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321160","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71"},{"id":"https://openalex.org/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1967165390","https://openalex.org/W1997089608","https://openalex.org/W2013993312","https://openalex.org/W2017468883","https://openalex.org/W2086022991","https://openalex.org/W2125520405","https://openalex.org/W2193145675","https://openalex.org/W2604300887","https://openalex.org/W2888765975","https://openalex.org/W2889646458","https://openalex.org/W2900191751","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2980520209","https://openalex.org/W2995036087","https://openalex.org/W3157073154","https://openalex.org/W4226280492","https://openalex.org/W4306390976","https://openalex.org/W4386076325","https://openalex.org/W4387439700","https://openalex.org/W4390115408","https://openalex.org/W4390668989","https://openalex.org/W4392368698","https://openalex.org/W4396607929","https://openalex.org/W4398756379","https://openalex.org/W4400040106","https://openalex.org/W4401540889","https://openalex.org/W4403770406"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W3144423903","https://openalex.org/W2377397762","https://openalex.org/W2793967660","https://openalex.org/W2361654993"],"abstract_inverted_index":{"Accurate":[0],"intraoperative":[1,224],"identification":[2,39,143],"of":[3,31,120,144,155,158,163,178,192,214],"parathyroid":[4,32,58,72,145,170,225],"glands":[5,33],"is":[6,75],"crucial":[7],"for":[8,62,71,231],"preserving":[9],"their":[10,38],"function":[11],"and":[12,28,41,68,85,110,122,129,141,160,207,216],"min-imizing":[13],"complications,":[14],"such":[15],"as":[16],"hypocalcemia,":[17],"during":[18],"thyroid":[19],"surgery.":[20],"However,":[21],"the":[22,45,63,117,166,186],"small":[23],"size,":[24],"variable":[25],"anatomical":[26],"locations,":[27],"visual":[29],"similarity":[30],"to":[34,115,199],"surrounding":[35],"tissues":[36],"make":[37],"challenging":[40],"heavily":[42],"reliant":[43],"on":[44,77,165],"surgeon\u2019s":[46],"expertise.":[47],"To":[48],"address":[49],"these":[50,135],"challenges,":[51],"we":[52],"propose":[53],"DMPNet,":[54],"a":[55,78,111,153,220],"real-time":[56,142,197],"dual-modality":[57],"detection":[59,127,132,171],"framework":[60,103],"that,":[61],"first":[64],"time,":[65],"integrates":[66],"white-light":[67,84,121,215],"spectral":[69,87,123,217],"imaging":[70,218],"detection.":[73],"DMPNet":[74,147,195],"trained":[76],"clinically":[79],"relevant":[80],"dataset":[81],"comprising":[82],"3,309":[83,86],"images":[88],"from":[89],"423":[90],"patients":[91],"at":[92],"Sun":[93],"Yat-sen":[94],"Memorial":[95],"Hospital,":[96],"reflecting":[97],"diverse":[98],"real-world":[99],"surgical":[100,205],"scenarios.":[101],"The":[102,131],"employs":[104],"independent":[105],"modality-specific":[106],"feature":[107],"extraction":[108],"modules":[109],"multi-scale":[112],"fusion":[113],"strategy":[114],"combine":[116],"complementary":[118],"strengths":[119],"imaging,":[124],"significantly":[125],"enhancing":[126,204],"robustness":[128],"accuracy.":[130],"head":[133],"processes":[134],"fused":[136],"features,":[137],"enabling":[138],"precise":[139],"localization":[140],"glands.":[146],"achieves":[148],"state-of-the-art":[149],"(SOTA)":[150],"performance,":[151],"with":[152],"precision":[154],"0.887,":[156],"recall":[157],"0.749,":[159],"an":[161,174],"F1-score":[162],"0.764":[164],"test":[167],"set\u2014outperforming":[168],"existing":[169],"models.":[172],"With":[173],"impressive":[175],"inference":[176],"speed":[177],"350.6":[179],"frames":[180],"per":[181],"second":[182],"(FPS),":[183],"far":[184],"exceeding":[185],"standard":[187],"endoscopic":[188],"video":[189],"frame":[190],"rate":[191],"25":[193],"FPS,":[194],"provides":[196],"assistance":[198],"surgeons,":[200],"reducing":[201],"cognitive":[202],"burden,":[203],"precision,":[206],"minimizing":[208],"postoperative":[209],"complications.":[210],"This":[211],"pioneering":[212],"integration":[213],"represents":[219],"significant":[221],"advancement":[222],"in":[223],"gland":[226],"identification,":[227],"offering":[228],"transformative":[229],"potential":[230],"improved":[232],"patient":[233],"outcomes.":[234]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}