{"id":"https://openalex.org/W4406858636","doi":"https://doi.org/10.1109/tmi.2025.3535478","title":"Uncertainty-Driven Edge Prompt Generation Network for Medical Image Segmentation","display_name":"Uncertainty-Driven Edge Prompt Generation Network for Medical Image Segmentation","publication_year":2025,"publication_date":"2025-01-27","ids":{"openalex":"https://openalex.org/W4406858636","doi":"https://doi.org/10.1109/tmi.2025.3535478","pmid":"https://pubmed.ncbi.nlm.nih.gov/40031324"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2025.3535478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3535478","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","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/A5001492966","display_name":"Junyong Zhao","orcid":"https://orcid.org/0000-0002-1319-2211"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junyong Zhao","raw_affiliation_strings":["College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043777246","display_name":"Liang Sun","orcid":"https://orcid.org/0000-0003-2326-4802"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Sun","raw_affiliation_strings":["College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114211574","display_name":"Dingwei Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingwei Fan","raw_affiliation_strings":["College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100366717","display_name":"Kun Wang","orcid":"https://orcid.org/0000-0003-2513-768X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Wang","raw_affiliation_strings":["College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101762169","display_name":"Haipeng Si","orcid":"https://orcid.org/0000-0003-1522-1773"},"institutions":[{"id":"https://openalex.org/I4210161528","display_name":"Qilu Hospital of Shandong University","ror":"https://ror.org/056ef9489","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161528"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Si","raw_affiliation_strings":["Department of Orthopedics, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Department of Orthopedics, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I4210161528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010970485","display_name":"Huazhu Fu","orcid":"https://orcid.org/0000-0002-9702-5524"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Huazhu Fu","raw_affiliation_strings":["Agency for Science, Technology, and Research (A*STAR), Institute of High Performance Computing (IHPC), Fusionopolis, Singapore","Institute of High Performance Computing (IHPC), Agency for Science, Technology, and Research (ASTAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Agency for Science, Technology, and Research (A*STAR), Institute of High Performance Computing (IHPC), Fusionopolis, Singapore","institution_ids":["https://openalex.org/I3004594783"]},{"raw_affiliation_string":"Institute of High Performance Computing (IHPC), Agency for Science, Technology, and Research (ASTAR), Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018821033","display_name":"Daoqiang Zhang","orcid":"https://orcid.org/0000-0002-5658-7643"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daoqiang Zhang","raw_affiliation_strings":["College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"the Key Laboratory of Brain-Machine Intelligence Technology, College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5001492966"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":3.5609,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91474472,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"44","issue":"10","first_page":"3950","last_page":"3961"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9514999985694885,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9514999985694885,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6651794910430908},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5867434740066528},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5797052979469299},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5723031163215637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5396059155464172},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4877524971961975},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.46270444989204407},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44977283477783203},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41834089159965515}],"concepts":[{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6651794910430908},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5867434740066528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5797052979469299},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5723031163215637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5396059155464172},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4877524971961975},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.46270444989204407},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44977283477783203},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41834089159965515}],"mesh":[{"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":"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":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2025.3535478","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3535478","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40031324","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40031324","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":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1261530336","display_name":null,"funder_award_id":"62376123","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1649070833","display_name":null,"funder_award_id":"2024A1515011925","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G2134151650","display_name":null,"funder_award_id":"2023YFF1204803","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2317919194","display_name":null,"funder_award_id":"82171249","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2581565716","display_name":null,"funder_award_id":"82172061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5747178446","display_name":null,"funder_award_id":"62006115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6924275289","display_name":null,"funder_award_id":"Grants 62136004, 62276130, 62376123, 62006115, 821","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7869937607","display_name":null,"funder_award_id":"62136004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8386303559","display_name":null,"funder_award_id":"62276130","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"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2962914239","https://openalex.org/W2971561076","https://openalex.org/W2979907638","https://openalex.org/W3014974815","https://openalex.org/W3087574207","https://openalex.org/W3088257970","https://openalex.org/W3127751679","https://openalex.org/W3164244900","https://openalex.org/W3202268983","https://openalex.org/W4212875960","https://openalex.org/W4283450990","https://openalex.org/W4285602699","https://openalex.org/W4295916009","https://openalex.org/W4311088269","https://openalex.org/W4312651322","https://openalex.org/W4321232185","https://openalex.org/W4379141755","https://openalex.org/W4384162023","https://openalex.org/W4385481295","https://openalex.org/W4386065733","https://openalex.org/W4389213130","https://openalex.org/W4389430914","https://openalex.org/W4390874575","https://openalex.org/W4391109864","https://openalex.org/W4391465094","https://openalex.org/W4400904844","https://openalex.org/W4401751609","https://openalex.org/W4401819803","https://openalex.org/W4402509827","https://openalex.org/W4402916510","https://openalex.org/W4403067223","https://openalex.org/W4403152271","https://openalex.org/W4403152505","https://openalex.org/W4403780650","https://openalex.org/W4408634392"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2501551404","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W4385583601","https://openalex.org/W4395685956","https://openalex.org/W1522196789","https://openalex.org/W4367060753","https://openalex.org/W4379141755"],"abstract_inverted_index":{"Segment":[0],"Anything":[1],"Model":[2],"(SAM)":[3],"is":[4,61],"a":[5,160],"foundational":[6],"image":[7,16,22,31,85,95,117,199],"segmentation":[8,17,32,179,200],"model,":[9],"which":[10,46],"shows":[11],"superior":[12],"performance":[13],"for":[14,83],"natural":[15],"tasks.":[18],"Several":[19],"SAM-based":[20,29],"medical":[21,30,59,84,94,116,198],"segmentations":[23],"have":[24],"been":[25],"proposed.":[26],"However,":[27],"these":[28,73],"methods":[33],"heavily":[34],"depend":[35],"on":[36,148,183],"prior":[37],"manual":[38],"guidance":[39],"involving":[40],"points,":[41],"boxes,":[42],"and":[43,49,113,139,159,177,187],"coarse-grained":[44],"masks,":[45],"lack":[47],"adaptability":[48],"flexibility.":[50],"Moreover,":[51],"the":[52,67,99,109,122,142,149,166,196],"inherent":[53],"challenge":[54],"of":[55,69,124],"edge":[56,79,131,136,151,168,174],"blurring":[57],"in":[58],"images":[60],"critical,":[62],"as":[63],"it":[64],"directly":[65],"affects":[66],"quality":[68],"segmentation.":[70],"To":[71],"address":[72],"challenges,":[74],"we":[75,97,127,153],"propose":[76],"an":[77,129,155],"uncertainty-driven":[78,162],"prompt":[80,132,137,169,175],"generation":[81],"network":[82],"segmentation,":[86,96],"called":[87],"UDEG-Net.":[88],"Specifically,":[89],"to":[90,93,107,120,134,146,164,171],"better":[91],"adapt":[92],"fine-tune":[98],"encoder":[100],"by":[101],"using":[102],"Low-Rank":[103],"Adaptation":[104],"(LoRA)":[105],"technology":[106],"enhance":[108,141],"encoder's":[110],"learning":[111],"capability":[112],"capture":[114],"enriched":[115],"features.":[118],"Furthermore,":[119],"overcome":[121],"limitations":[123],"interactive":[125],"prompts,":[126],"develop":[128],"auto":[130,167],"generator":[133,170],"generate":[135],"information":[138,176],"further":[140],"structural":[143],"representation.":[144],"Finally,":[145],"focus":[147],"high-uncertainty":[150],"areas,":[152],"introduce":[154],"evidence-based":[156],"uncertainty":[157],"estimation":[158],"progressive":[161],"loss":[163],"drive":[165],"yield":[172],"robust":[173],"reliable":[178],"results.":[180],"Experimental":[181],"results":[182],"three":[184],"public":[185],"datasets":[186],"one":[188],"private":[189],"dataset":[190],"show":[191],"that":[192],"our":[193],"UDEG-Net":[194],"outperforms":[195],"state-of-the-art":[197],"methods.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
