{"id":"https://openalex.org/W4405351269","doi":"https://doi.org/10.1109/tcsvt.2024.3515467","title":"DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions","display_name":"DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4405351269","doi":"https://doi.org/10.1109/tcsvt.2024.3515467"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3515467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3515467","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5115602773","display_name":"Ye Zhang","orcid":"https://orcid.org/0009-0003-7254-5026"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0003-7254-5026","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089151617","display_name":"Yifeng Wang","orcid":"https://orcid.org/0000-0001-8317-8434"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifeng Wang","raw_affiliation_strings":["School of Science, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8317-8434","affiliations":[{"raw_affiliation_string":"School of Science, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019735548","display_name":"Zijie Fang","orcid":"https://orcid.org/0000-0002-6366-4379"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijie Fang","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6366-4379","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005359768","display_name":"Hao Bian","orcid":"https://orcid.org/0000-0002-3809-9574"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Bian","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3809-9574","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087479926","display_name":"Linghan Cai","orcid":"https://orcid.org/0000-0002-7931-7697"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linghan Cai","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ziyue Wang","orcid":"https://orcid.org/0009-0000-6991-2882"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyue Wang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0000-6991-2882","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101653272","display_name":"Yongbing Zhang","orcid":"https://orcid.org/0000-0003-3320-2904"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbing Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3320-2904","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5339,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70154518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"35","issue":"5","first_page":"4753","last_page":"4767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11949","display_name":"Nuclear Physics and Applications","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11949","display_name":"Nuclear Physics and Applications","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6127777099609375},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5852257013320923},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.558189868927002},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5552875399589539},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5289946794509888},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5261715650558472},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5242165327072144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35119718313217163},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23776131868362427},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08174508810043335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6127777099609375},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5852257013320923},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.558189868927002},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5552875399589539},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5289946794509888},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5261715650558472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5242165327072144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35119718313217163},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23776131868362427},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08174508810043335},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3515467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3515467","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4413825151","display_name":null,"funder_award_id":"GXWD20220818170353009","funder_id":"https://openalex.org/F4320335966","funder_display_name":"Science and Technology Planning Project of Shenzhen Municipality"},{"id":"https://openalex.org/G5217273760","display_name":null,"funder_award_id":"62031023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5886381630","display_name":null,"funder_award_id":"No.HIT.OCEF.2023050","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7099010488","display_name":null,"funder_award_id":"HIT.OCEF.2023050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8137439496","display_name":null,"funder_award_id":"62331011","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320335966","display_name":"Science and Technology Planning Project of Shenzhen Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2039990482","https://openalex.org/W2194775991","https://openalex.org/W2575678364","https://openalex.org/W2592905743","https://openalex.org/W2758694956","https://openalex.org/W2798643036","https://openalex.org/W2800196952","https://openalex.org/W2884436604","https://openalex.org/W2885343725","https://openalex.org/W2898910301","https://openalex.org/W2899279931","https://openalex.org/W2901412525","https://openalex.org/W2904549000","https://openalex.org/W2962823940","https://openalex.org/W2963150697","https://openalex.org/W2963311325","https://openalex.org/W2963797156","https://openalex.org/W2963803174","https://openalex.org/W2963826106","https://openalex.org/W2969583814","https://openalex.org/W2974825848","https://openalex.org/W2979976730","https://openalex.org/W2981747647","https://openalex.org/W2996952120","https://openalex.org/W2999219213","https://openalex.org/W3011974116","https://openalex.org/W3014974815","https://openalex.org/W3034373787","https://openalex.org/W3034457289","https://openalex.org/W3035467087","https://openalex.org/W3085410595","https://openalex.org/W3090341144","https://openalex.org/W3091734171","https://openalex.org/W3111521801","https://openalex.org/W3117221381","https://openalex.org/W3136850285","https://openalex.org/W3154595990","https://openalex.org/W3169200952","https://openalex.org/W3172292202","https://openalex.org/W3175042385","https://openalex.org/W3176052592","https://openalex.org/W3177192381","https://openalex.org/W3203680076","https://openalex.org/W3208051929","https://openalex.org/W3210550184","https://openalex.org/W4210874399","https://openalex.org/W4214901231","https://openalex.org/W4221162230","https://openalex.org/W4283825119","https://openalex.org/W4313554966","https://openalex.org/W4317936159","https://openalex.org/W4319300373","https://openalex.org/W4321608048","https://openalex.org/W4361857505","https://openalex.org/W4385453053","https://openalex.org/W4386057743","https://openalex.org/W4386066119","https://openalex.org/W4386076346","https://openalex.org/W4386076548","https://openalex.org/W4386083086","https://openalex.org/W4387831727","https://openalex.org/W4389339851","https://openalex.org/W4389688203","https://openalex.org/W4389987369","https://openalex.org/W4390874575","https://openalex.org/W4390956143","https://openalex.org/W4393405392","https://openalex.org/W4403150353","https://openalex.org/W4403792011","https://openalex.org/W6729646992","https://openalex.org/W6746282794","https://openalex.org/W6767224452","https://openalex.org/W6775769912","https://openalex.org/W6861166957","https://openalex.org/W6861275543","https://openalex.org/W6863109901"],"related_works":["https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W1522196789","https://openalex.org/W3203792196","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"Weakly":[0],"supervised":[1,25,69,169,181],"segmentation":[2,27,71,103],"methods":[3,44,130,170],"have":[4],"garnered":[5],"considerable":[6],"attention":[7],"due":[8],"to":[9,12,91,137,175],"their":[10,58],"potential":[11],"alleviate":[13],"the":[14,49,52,75,102,107,124,144],"need":[15],"for":[16,131],"labor-intensive":[17],"pixel-level":[18],"annotations":[19],"during":[20],"model":[21],"training.":[22,39],"Traditional":[23],"weakly":[24,68,88,168],"nuclei":[26,70],"approaches":[28],"typically":[29],"involve":[30],"a":[31,65,114],"two-stage":[32],"process:":[33],"pseudo-label":[34,78,132],"generation":[35,79],"followed":[36],"by":[37],"network":[38],"The":[40,160],"performance":[41,173],"of":[42,51,77,101,109,146,179],"these":[43],"is":[45,185],"highly":[46],"dependent":[47],"on":[48,157],"quality":[50],"generated":[53],"pseudo-labels,":[54],"which":[55,97],"can":[56],"limit":[57],"effectiveness.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63,112,128],"propose":[64],"novel":[66],"domain-adaptive":[67],"framework":[72],"that":[73,119,163,178],"addresses":[74],"challenge":[76],"through":[80,150],"cross-task":[81],"interaction":[82],"strategies.":[83],"Specifically,":[84],"our":[85,147,164],"approach":[86,165],"leverages":[87],"annotated":[89],"data":[90],"train":[92],"an":[93],"auxiliary":[94],"detection":[95],"task,":[96],"facilitates":[98],"domain":[99,110,139],"adaptation":[100],"network.":[104],"To":[105],"improve":[106],"efficiency":[108],"adaptation,":[111],"introduce":[113],"consistent":[115],"feature":[116],"constraint":[117],"module":[118],"integrates":[120],"prior":[121],"knowledge":[122],"from":[123],"source":[125],"domain.":[126],"Additionally,":[127],"develop":[129],"optimization":[133],"and":[134,153,171],"interactive":[135],"training":[136],"enhance":[138],"transfer":[140],"capabilities.":[141],"We":[142],"validate":[143],"effectiveness":[145],"proposed":[148],"method":[149],"extensive":[151],"comparative":[152],"ablation":[154],"experiments":[155],"conducted":[156],"six":[158],"datasets.":[159],"results":[161],"demonstrate":[162],"outperforms":[166],"existing":[167],"achieves":[172],"comparable":[174],"or":[176],"exceeding":[177],"fully":[180],"methods.":[182],"Our":[183],"code":[184],"available":[186],"at":[187],"<uri":[188],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[189],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/zhangye-zoe/DAWN</uri>.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
