{"id":"https://openalex.org/W4414360036","doi":"https://doi.org/10.24963/ijcai.2025/192","title":"Self-calibration Enhanced Whole Slide Pathology Image Analysis","display_name":"Self-calibration Enhanced Whole Slide Pathology Image Analysis","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414360036","doi":"https://doi.org/10.24963/ijcai.2025/192"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/192","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","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":"Haoming Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoming Luo","raw_affiliation_strings":["Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","School of Software Technology, Zhejiang University","State Key Laboratory of Blockchain and Data Security, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","institution_ids":[]},{"raw_affiliation_string":"School of Software Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101829572","display_name":"Xiaotian Yu","orcid":"https://orcid.org/0000-0001-8150-0485"},"institutions":[{"id":"https://openalex.org/I4210093653","display_name":"Midea Group (China)","ror":"https://ror.org/006fm2278","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093653"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotian Yu","raw_affiliation_strings":["Midea Group (Shanghai) Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Midea Group (Shanghai) Co., Ltd","institution_ids":["https://openalex.org/I4210093653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070429750","display_name":"Shengxuming Zhang","orcid":"https://orcid.org/0000-0002-8827-9012"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengxuming Zhang","raw_affiliation_strings":["Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","School of Software Technology, Zhejiang University","State Key Laboratory of Blockchain and Data Security, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","institution_ids":[]},{"raw_affiliation_string":"School of Software Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051147460","display_name":"Jiabin Xia","orcid":"https://orcid.org/0000-0002-3363-8233"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabin Xia","raw_affiliation_strings":["Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","School of Software Technology, Zhejiang University","State Key Laboratory of Blockchain and Data Security, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","institution_ids":[]},{"raw_affiliation_string":"School of Software Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102918065","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-8715-3047"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","School of Software Technology, Zhejiang University","State Key Laboratory of Blockchain and Data Security, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","institution_ids":[]},{"raw_affiliation_string":"School of Software Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101972229","display_name":"Yuning Sun","orcid":"https://orcid.org/0000-0001-6695-5836"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuning Sun","raw_affiliation_strings":["Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","School of Software Technology, Zhejiang University","State Key Laboratory of Blockchain and Data Security, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","institution_ids":[]},{"raw_affiliation_string":"School of Software Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085101174","display_name":"Xiuming Zhang","orcid":"https://orcid.org/0000-0002-1961-3339"},"institutions":[{"id":"https://openalex.org/I4210166576","display_name":"First Affiliated Hospital Zhejiang University","ror":"https://ror.org/05m1p5x56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210166576"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuming Zhang","raw_affiliation_strings":["The First Affiliated Hospital, College ofMedicine, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital, College ofMedicine, Zhejiang University","institution_ids":["https://openalex.org/I4210166576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731098","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0002-5096-7397"},"institutions":[{"id":"https://openalex.org/I4210166576","display_name":"First Affiliated Hospital Zhejiang University","ror":"https://ror.org/05m1p5x56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210166576"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["The First Affiliated Hospital, College ofMedicine, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital, College ofMedicine, Zhejiang University","institution_ids":["https://openalex.org/I4210166576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043914348","display_name":"Zunlei Feng","orcid":"https://orcid.org/0000-0001-8640-8434"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zunlei Feng","raw_affiliation_strings":["Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","School of Software Technology, Zhejiang University","State Key Laboratory of Blockchain and Data Security, Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security","institution_ids":[]},{"raw_affiliation_string":"School of Software Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5175,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93425857,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1720","last_page":"1728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10862","display_name":"AI in cancer detection","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9682999849319458,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9031000137329102,"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/discriminative-model","display_name":"Discriminative model","score":0.8076000213623047},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6025000214576721},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6000000238418579},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5582000017166138},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4932999908924103},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.43299999833106995},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.399399995803833},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.3944999873638153}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8076000213623047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6754000186920166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6488999724388123},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6025000214576721},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6000000238418579},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5582000017166138},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4932999908924103},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.43299999833106995},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.399399995803833},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38989999890327454},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.3131999969482422},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2980000078678131},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.2833000123500824},{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2770000100135803},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2623000144958496},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2583000063896179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2025/192","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Pathology":[0],"images":[1,14],"are":[2],"considered":[3],"the":[4,74,78,88,93,103,108,117,124,129,146,154,168],"``gold":[5],"standard\"":[6],"for":[7,33,49,84,137,178],"cancer":[8],"diagnosis":[9],"and":[10,18,29,64,119,132,159,175,181],"treatment,":[11],"with":[12],"gigapixel":[13],"providing":[15],"extensive":[16],"tissue":[17,160],"cellular":[19],"information.":[20],"Existing":[21],"methods":[22],"fail":[23],"to":[24,107],"simultaneously":[25],"extract":[26],"global":[27,59,69,94,118,125],"structural":[28],"local":[30],"detail":[31,120],"features":[32,91,136,143],"comprehensive":[34],"pathology":[35,52],"image":[36,53],"analysis":[37],"efficiently.":[38],"To":[39],"address":[40],"these":[41],"limitations,":[42],"we":[43],"propose":[44],"a":[45,58,61,65,112],"self-calibration":[46],"enhanced":[47],"framework":[48,170],"whole":[50],"slide":[51],"analysis,":[54],"comprising":[55],"three":[56],"components:":[57],"branch,":[60],"focus":[62,79],"predictor,":[63],"detailed":[66,97],"branch.":[67,95],"The":[68,96],"branch":[70,99,126],"initially":[71],"classifies":[72],"using":[73],"pathological":[75,179],"thumbnail,":[76],"while":[77],"predictor":[80],"identifies":[81],"relevant":[82],"regions":[83,105],"classification":[85],"based":[86],"on":[87,128],"last":[89],"layer":[90],"of":[92,148,156],"extraction":[98],"then":[100],"assesses":[101],"whether":[102],"magnified":[104],"correspond":[106],"lesion":[109],"area.":[110],"Finally,":[111],"feature":[113,157],"consistency":[114],"constraint":[115],"between":[116],"branches":[121],"ensures":[122],"that":[123,167],"focuses":[127],"appropriate":[130],"region":[131],"extracts":[133],"sufficient":[134],"discriminative":[135,142],"final":[138],"identification.":[139],"These":[140],"focused":[141],"can":[144,171],"facilitate":[145],"discovery":[147],"novel":[149],"prognostic":[150],"tumor":[151],"markers,":[152],"from":[153],"perspective":[155],"uniqueness":[158],"spatial":[161],"distribution.":[162],"Extensive":[163],"experiment":[164],"results":[165,177],"demonstrate":[166],"proposed":[169],"rapidly":[172],"deliver":[173],"accurate":[174],"explainable":[176],"grading":[180],"prognosis":[182],"tasks.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
