{"id":"https://openalex.org/W4409257450","doi":"https://doi.org/10.1109/tase.2025.3558934","title":"Wireless Capsule Endoscopy Diagnosis Using Prototype Self-Attention and Dynamic Curriculum Learning","display_name":"Wireless Capsule Endoscopy Diagnosis Using Prototype Self-Attention and Dynamic Curriculum Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409257450","doi":"https://doi.org/10.1109/tase.2025.3558934"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2025.3558934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2025.3558934","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-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":"https://openalex.org/A5102890057","display_name":"Xingcun Li","orcid":"https://orcid.org/0000-0002-8944-2563"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingcun Li","raw_affiliation_strings":["School of Management, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qinghua Wu","orcid":"https://orcid.org/0000-0003-4015-0305"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Wu","raw_affiliation_strings":["School of Management, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102791191","display_name":"Yuning Chen","orcid":"https://orcid.org/0009-0005-0907-1459"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuning Chen","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kun Wu","orcid":"https://orcid.org/0009-0000-7293-7749"},"institutions":[{"id":"https://openalex.org/I4210160344","display_name":"Tongji Hospital","ror":"https://ror.org/04xy45965","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160344"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Wu","raw_affiliation_strings":["Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China","Tongji Medical College, Huazhong University of Science and Technology, Tongji Hospital, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I4210160344","https://openalex.org/I47720641"]},{"raw_affiliation_string":"Tongji Medical College, Huazhong University of Science and Technology, Tongji Hospital, Wuhan, China","institution_ids":["https://openalex.org/I4210160344","https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076579498","display_name":"Lin Meng","orcid":"https://orcid.org/0000-0003-4351-6923"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Lin Meng","raw_affiliation_strings":["College of Science and Engineering, Ritsumeikan University, Kusatsu, Japan"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Ritsumeikan University, Kusatsu, Japan","institution_ids":["https://openalex.org/I135768898"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102890057"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10646722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"14260","last_page":"14271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.6625818014144897},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6194559931755066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5102012157440186},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.46702125668525696},{"id":"https://openalex.org/keywords/endoscopy","display_name":"Endoscopy","score":0.43540021777153015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3758959472179413},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36065661907196045},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.35581207275390625},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3416108191013336},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3276546597480774},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2047470211982727},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18490642309188843},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1704830527305603},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1582096517086029}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.6625818014144897},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6194559931755066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5102012157440186},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.46702125668525696},{"id":"https://openalex.org/C2778451229","wikidata":"https://www.wikidata.org/wiki/Q212809","display_name":"Endoscopy","level":2,"score":0.43540021777153015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3758959472179413},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36065661907196045},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.35581207275390625},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3416108191013336},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3276546597480774},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2047470211982727},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18490642309188843},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1704830527305603},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1582096517086029},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2025.3558934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2025.3558934","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2940261570","display_name":null,"funder_award_id":"72471100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4767367607","display_name":null,"funder_award_id":"5003300129","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6176514400","display_name":null,"funder_award_id":"72122006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1650175677","https://openalex.org/W1954152232","https://openalex.org/W1996498812","https://openalex.org/W2090029815","https://openalex.org/W2096733369","https://openalex.org/W2138011018","https://openalex.org/W2285968993","https://openalex.org/W2549139847","https://openalex.org/W2620841913","https://openalex.org/W2623947229","https://openalex.org/W2738479901","https://openalex.org/W2963775347","https://openalex.org/W2972578900","https://openalex.org/W2973444944","https://openalex.org/W2979853669","https://openalex.org/W3008809756","https://openalex.org/W3012248522","https://openalex.org/W3014713533","https://openalex.org/W3016136018","https://openalex.org/W3028797339","https://openalex.org/W3034303338","https://openalex.org/W3035367622","https://openalex.org/W3042833587","https://openalex.org/W3092191049","https://openalex.org/W3126104941","https://openalex.org/W3164581645","https://openalex.org/W3164631742","https://openalex.org/W3164748911","https://openalex.org/W3173898803","https://openalex.org/W3202897123","https://openalex.org/W3211190672","https://openalex.org/W3213192039","https://openalex.org/W3216488239","https://openalex.org/W4205282176","https://openalex.org/W4210422248","https://openalex.org/W4220788253","https://openalex.org/W4281728425","https://openalex.org/W4281853941","https://openalex.org/W4288809219","https://openalex.org/W4291910351","https://openalex.org/W4293218342","https://openalex.org/W4298395281","https://openalex.org/W4307494488","https://openalex.org/W4308039191","https://openalex.org/W4309263551","https://openalex.org/W4317214087","https://openalex.org/W4319999780","https://openalex.org/W4322576464","https://openalex.org/W4366352743","https://openalex.org/W4367315986","https://openalex.org/W4378194725","https://openalex.org/W4384080300","https://openalex.org/W4387245229","https://openalex.org/W4388966638","https://openalex.org/W4392909770","https://openalex.org/W4401114296","https://openalex.org/W4401752139","https://openalex.org/W6768920361","https://openalex.org/W6784097300"],"related_works":["https://openalex.org/W2609695940","https://openalex.org/W2608489025","https://openalex.org/W182326524","https://openalex.org/W2316510287","https://openalex.org/W2030791992","https://openalex.org/W2911530698","https://openalex.org/W2046724898","https://openalex.org/W2393961942","https://openalex.org/W4388517162","https://openalex.org/W2351842087"],"abstract_inverted_index":{"Wireless":[0],"capsule":[1,73],"endoscopy":[2],"is":[3],"a":[4,46,81,89,95,118,136],"non-invasive":[5],"and":[6,24,58,67,94,117,131,145,183],"painless":[7],"approach":[8],"for":[9,41],"diagnosing":[10],"gastrointestinal":[11,195],"diseases.":[12],"An":[13],"automated":[14],"medical":[15,83],"decision":[16,84],"support":[17,85],"system":[18],"can":[19],"significantly":[20],"enhance":[21],"clinician":[22],"efficiency":[23],"reduce":[25],"the":[26,34,115,156,171,180,189,199,202],"incidence":[27],"of":[28,49,168,177,186,201],"mis-diagnosis":[29],"when":[30],"analyzing":[31],"lesions":[32],"within":[33],"50,000":[35],"to":[36],"100,000":[37],"image":[38],"frames":[39],"generated":[40],"each":[42],"individual.":[43],"However,":[44],"only":[45],"small":[47],"number":[48],"previous":[50,163],"studies":[51],"have":[52,61],"focused":[53],"on":[54,152,170,179,188],"fine-grained":[55,65,142],"recognition":[56,66],"characteristics,":[57],"very":[59],"few":[60],"simultaneously":[62],"addressed":[63],"both":[64],"class":[68],"imbalance":[69],"issues":[70],"in":[71],"wireless":[72],"endoscopy.":[74],"To":[75],"address":[76],"these":[77],"issues,":[78],"we":[79],"propose":[80],"novel":[82],"network":[86,158],"that":[87,139],"includes":[88],"prototype":[90,101,119],"attention":[91,102],"enhancement":[92,103],"module":[93,104],"dynamic":[96,125],"curriculum":[97,126],"learning":[98,109,127,144],"approach.":[99],"The":[100,124,205],"improves":[105],"lesion-sensitive":[106],"compact":[107],"representation":[108,116,143],"by":[110,135],"leveraging":[111],"cosine":[112],"similarity":[113],"between":[114,141],"memory":[120],"with":[121,165],"multi-class":[122],"centers.":[123],"adopts":[128],"triplet":[129],"loss":[130],"weighted":[132],"cross-entropy,":[133],"facilitated":[134],"progressive":[137],"factor":[138],"controls":[140],"class-sensitive":[146],"learning.":[147],"Through":[148],"extensive":[149],"comparative":[150],"experiments":[151],"three":[153],"public":[154],"datasets,":[155],"proposed":[157,203],"demonstrated":[159],"competitive":[160],"performance,":[161],"outperforming":[162],"methods":[164],"an":[166,175,184],"F1-score":[167],"96.6%":[169],"10-class":[172],"Kvasir-Capsule":[173],"dataset,":[174,182],"accuracy":[176,185],"98.3%":[178],"CAD-CAP":[181],"93.7%":[187],"mixed":[190],"KID":[191],"dataset.":[192],"Two":[193],"additional":[194],"histopathology":[196],"datasets":[197],"confirm":[198],"generalization":[200],"network.":[204],"code":[206],"will":[207],"be":[208],"available":[209],"at":[210],"https://github.com/Xingcun-Li/MDSN-WCE.":[211]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
