{"id":"https://openalex.org/W3132104402","doi":"https://doi.org/10.1117/12.2580688","title":"Multiple-datasets and multiple-label based color normalization in histopathology with cGAN","display_name":"Multiple-datasets and multiple-label based color normalization in histopathology with cGAN","publication_year":2021,"publication_date":"2021-02-13","ids":{"openalex":"https://openalex.org/W3132104402","doi":"https://doi.org/10.1117/12.2580688","mag":"3132104402"},"language":"en","primary_location":{"id":"doi:10.1117/12.2580688","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2580688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2021: Digital Pathology","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":"https://openalex.org/A5100622704","display_name":"Jing Ke","orcid":"https://orcid.org/0000-0001-7459-257X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Jing Ke","raw_affiliation_strings":["Shanghai Jiao Tong Univ. (China)","Univ. of New South Wales (Australia)"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong Univ. (China)","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Univ. of New South Wales (Australia)","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072622467","display_name":"Yiqing Shen","orcid":"https://orcid.org/0000-0001-7866-3339"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yiqing Shen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015221002","display_name":"Xinyu Jiang","orcid":"https://orcid.org/0000-0002-8518-1415"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xinyu Jiang","raw_affiliation_strings":["The Univ. of Nottingham (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Nottingham (United Kingdom)","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681268","display_name":"Yi Guo","orcid":"https://orcid.org/0000-0002-8050-5388"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yi Guo","raw_affiliation_strings":["Western Sydney Univ. (Australia)"],"affiliations":[{"raw_affiliation_string":"Western Sydney Univ. (Australia)","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051995001","display_name":"Yaobing Chen","orcid":null},"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"]},{"id":"https://openalex.org/I4210160344","display_name":"Tongji Hospital","ror":"https://ror.org/04xy45965","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaobing Chen","raw_affiliation_strings":["Tongji Hospital, Tongj Medical College, Huazhong Univ. of Science and Technology (China)"],"affiliations":[{"raw_affiliation_string":"Tongji Hospital, Tongj Medical College, Huazhong Univ. of Science and Technology (China)","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210160344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056632010","display_name":"Xiaoyao Liang","orcid":"https://orcid.org/0000-0002-2790-5884"},"institutions":[{"id":"https://openalex.org/I4210153410","display_name":"China Nerin Engineering (China)","ror":"https://ror.org/04th5gf24","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210153410"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyao Liang","raw_affiliation_strings":["Biren Research (China)","Shanghai Jiao Tong Univ. (China)"],"affiliations":[{"raw_affiliation_string":"Biren Research (China)","institution_ids":["https://openalex.org/I4210153410"]},{"raw_affiliation_string":"Shanghai Jiao Tong Univ. (China)","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100622704"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.5439,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71156018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9761999845504761,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9754999876022339,"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/computer-science","display_name":"Computer science","score":0.7451244592666626},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7366224527359009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7292592525482178},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5880038738250732},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5647441744804382},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5233192443847656},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5133232474327087},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.4847409427165985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39896637201309204}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7451244592666626},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7366224527359009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7292592525482178},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5880038738250732},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5647441744804382},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5233192443847656},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5133232474327087},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.4847409427165985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39896637201309204},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2580688","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2580688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2021: Digital Pathology","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":["https://openalex.org/W4312417841","https://openalex.org/W4321369474","https://openalex.org/W2731899572","https://openalex.org/W3133861977","https://openalex.org/W4200173597","https://openalex.org/W3116150086","https://openalex.org/W2999805992","https://openalex.org/W4380075502","https://openalex.org/W4291897433","https://openalex.org/W4223943233"],"abstract_inverted_index":{"Computational":[0],"histopathology":[1,161],"algorithms":[2],"can":[3,11,196],"interpret":[4,49],"very":[5],"large":[6],"volumes":[7],"of":[8,26,36,190],"data,":[9],"which":[10],"navigate":[12],"pathologists":[13],"to":[14,48,142,145],"assess":[15],"slides":[16],"promptly,":[17],"and":[18,24,169,195],"also":[19],"aid":[20],"in":[21,62,91,177,184,192,199],"the":[22,45,74,147,170],"localization":[23],"quantification":[25],"abnormal":[27],"cells":[28],"or":[29],"tissues.":[30],"In":[31,106],"recent":[32],"years,":[33],"taking":[34],"place":[35],"conventional":[37,56],"imaging":[38],"processing":[39],"methods,":[40,59],"deep":[41],"learning":[42,90],"has":[43,182],"become":[44],"mainstream":[46],"methodology":[47],"cancer":[50,191],"pathology":[51,194],"images.":[52],"However,":[53],"similar":[54],"as":[55,82,84],"computer":[57],"vision":[58],"stain":[60],"normalization":[61,114],"tissue":[63],"identification":[64],"with":[65,98,116,129],"convolutional":[66],"neural":[67],"networks":[68],"(CNNs)":[69],"is":[70,124,140],"still":[71],"essential":[72],"for":[73,187],"diagnostic":[75],"accuracy.":[76,179],"Traditional":[77],"prior":[78],"knowledge-oriented":[79],"color":[80,113,149],"matching,":[81],"well":[83],"a":[85,111,117,125,200],"particular":[86],"style":[87],"based":[88],"pure":[89],"generative":[92,119],"adversarial":[93,120],"networks,":[94],"may":[95],"be":[96,143,197],"encompassed":[97],"accuracy":[99],"decrease":[100],"when":[101],"data":[102,154],"centers":[103],"are":[104,158],"many.":[105],"this":[107],"paper,":[108],"we":[109],"propose":[110],"novel":[112],"method":[115,172],"conditional":[118],"network":[121],"(cGAN).":[122],"It":[123],"learning-based":[126],"interpolation":[127],"approach":[128,181],"probability":[130],"distribution":[131],"space":[132],"on":[133,160],"multiple":[134],"datasets":[135,162],"training.":[136],"A":[137],"target":[138],"template":[139],"designed":[141],"label-dependent":[144],"overcome":[146],"improper":[148],"mapping":[150],"problem":[151],"caused":[152],"by":[153],"heterogeneity.":[155],"The":[156,164],"tests":[157],"performed":[159],"from":[163],"Cancer":[165],"Genome":[166],"Atlas":[167],"(TCGA)":[168],"proposed":[171],"outperforms":[173],"other":[174],"previous":[175],"works":[176],"classification":[178],"This":[180],"potential":[183],"clinical":[185],"practice":[186],"better":[188],"recognition":[189],"digital":[193],"implemented":[198],"decentralized":[201],"setting.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}