{"id":"https://openalex.org/W4400771918","doi":"https://doi.org/10.1109/tmi.2024.3430825","title":"PST-Diff: Achieving High-Consistency Stain Transfer by Diffusion Models With Pathological and Structural Constraints","display_name":"PST-Diff: Achieving High-Consistency Stain Transfer by Diffusion Models With Pathological and Structural Constraints","publication_year":2024,"publication_date":"2024-07-18","ids":{"openalex":"https://openalex.org/W4400771918","doi":"https://doi.org/10.1109/tmi.2024.3430825","pmid":"https://pubmed.ncbi.nlm.nih.gov/39024079"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3430825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3430825","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/A5100457898","display_name":"Yufang He","orcid":"https://orcid.org/0009-0005-3781-6761"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yufang He","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376644","display_name":"Zeyu Liu","orcid":"https://orcid.org/0000-0002-9342-1247"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Liu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111261144","display_name":"M. Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxin Qi","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101311045","display_name":"Shengwei Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengwei Ding","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364127","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0002-3879-5860"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012225901","display_name":"Fan Song","orcid":"https://orcid.org/0000-0003-3867-7933"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Song","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031100217","display_name":"Chenbin Ma","orcid":"https://orcid.org/0000-0003-1945-9332"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenbin Ma","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677289","display_name":"Huijie Wu","orcid":"https://orcid.org/0009-0004-3731-9098"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijie Wu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040869640","display_name":"Ruxin Cai","orcid":"https://orcid.org/0009-0002-2135-2438"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruxin Cai","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073040834","display_name":"Youdan Feng","orcid":"https://orcid.org/0000-0002-8279-6529"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youdan Feng","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705313","display_name":"Haonan Zhang","orcid":"https://orcid.org/0000-0003-0492-6508"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haonan Zhang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437465","display_name":"Tianyi Zhang","orcid":"https://orcid.org/0009-0001-8703-0100"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyi Zhang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086792600","display_name":"Guanglei Zhang","orcid":"https://orcid.org/0000-0002-2617-9673"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanglei Zhang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5100457898"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":5.6627,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.96990326,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"43","issue":"10","first_page":"3634","last_page":"3647"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9814000129699707,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9814000129699707,"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/T10862","display_name":"AI in cancer detection","score":0.9555000066757202,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9445000290870667,"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/consistency","display_name":"Consistency (knowledge bases)","score":0.538201093673706},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49205487966537476},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.4822959899902344},{"id":"https://openalex.org/keywords/stain","display_name":"Stain","score":0.4752490222454071},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4207627475261688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3982505798339844},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32253599166870117},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.26627975702285767},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16168257594108582},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.11040905117988586},{"id":"https://openalex.org/keywords/staining","display_name":"Staining","score":0.08628737926483154}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.538201093673706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49205487966537476},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.4822959899902344},{"id":"https://openalex.org/C2781294515","wikidata":"https://www.wikidata.org/wiki/Q2733470","display_name":"Stain","level":3,"score":0.4752490222454071},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4207627475261688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3982505798339844},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32253599166870117},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.26627975702285767},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16168257594108582},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.11040905117988586},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.08628737926483154}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004801","descriptor_name":"Eosine Yellowish-(YS)","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004801","descriptor_name":"Eosine Yellowish-(YS)","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004801","descriptor_name":"Eosine Yellowish-(YS)","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004801","descriptor_name":"Eosine Yellowish-(YS)","qualifier_ui":"Q000737","qualifier_name":"chemistry","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":"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":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007150","descriptor_name":"Immunohistochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007150","descriptor_name":"Immunohistochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007150","descriptor_name":"Immunohistochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007150","descriptor_name":"Immunohistochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013194","descriptor_name":"Staining and Labeling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013194","descriptor_name":"Staining and Labeling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013194","descriptor_name":"Staining and Labeling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013194","descriptor_name":"Staining and Labeling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3430825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3430825","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:39024079","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39024079","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/G348872048","display_name":null,"funder_award_id":"62271023","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}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1583912456","https://openalex.org/W2046119925","https://openalex.org/W2064076387","https://openalex.org/W2078454159","https://openalex.org/W2129112648","https://openalex.org/W2132162500","https://openalex.org/W2138378837","https://openalex.org/W2168056522","https://openalex.org/W2914057844","https://openalex.org/W2962793481","https://openalex.org/W2962793691","https://openalex.org/W2963073614","https://openalex.org/W3020393364","https://openalex.org/W3046972299","https://openalex.org/W3108316907","https://openalex.org/W3110257065","https://openalex.org/W3121370741","https://openalex.org/W3128646645","https://openalex.org/W3141929194","https://openalex.org/W3161810785","https://openalex.org/W3176466780","https://openalex.org/W3191805365","https://openalex.org/W3197713479","https://openalex.org/W3207213789","https://openalex.org/W4225010001","https://openalex.org/W4226060115","https://openalex.org/W4295939746","https://openalex.org/W4298289240","https://openalex.org/W4311415873","https://openalex.org/W4313484965","https://openalex.org/W4368343036","https://openalex.org/W4382372079","https://openalex.org/W4386121230","https://openalex.org/W4386722157","https://openalex.org/W4396912998","https://openalex.org/W4403069255","https://openalex.org/W6635084905","https://openalex.org/W6637568146","https://openalex.org/W6679045638","https://openalex.org/W6734074887","https://openalex.org/W6778946027","https://openalex.org/W6779823529","https://openalex.org/W6783713337","https://openalex.org/W6786375611","https://openalex.org/W6795288823","https://openalex.org/W6802349413","https://openalex.org/W6802662687","https://openalex.org/W6810146603","https://openalex.org/W6849474789","https://openalex.org/W6850942011","https://openalex.org/W6852409376","https://openalex.org/W6855933169","https://openalex.org/W6862972853","https://openalex.org/W6864625303","https://openalex.org/W6866609226","https://openalex.org/W6873119968"],"related_works":["https://openalex.org/W2365243064","https://openalex.org/W2362517148","https://openalex.org/W2594860026","https://openalex.org/W2382509367","https://openalex.org/W2902762162","https://openalex.org/W2077435114","https://openalex.org/W2148148707","https://openalex.org/W2136025972","https://openalex.org/W1842084514","https://openalex.org/W2050887495"],"abstract_inverted_index":{"Histopathological":[0],"examinations":[1],"heavily":[2],"rely":[3],"on":[4,69],"hematoxylin":[5],"and":[6,9,26,102,159,190,204,212,218,238],"eosin":[7],"(HE)":[8],"immunohistochemistry":[10],"(IHC)":[11],"staining.":[12],"IHC":[13,39,63,221],"staining":[14,79,237],"can":[15,112],"offer":[16],"more":[17,114],"accurate":[18],"diagnostic":[19],"details":[20,193],"but":[21],"it":[22],"brings":[23],"significant":[24],"financial":[25],"time":[27],"costs.":[28],"Furthermore,":[29,167],"either":[30],"re-staining":[31],"HE-stained":[32],"slides":[33,37],"or":[34],"using":[35],"adjacent":[36],"for":[38,60],"may":[40],"compromise":[41],"the":[42,82,88,92,97,110,119,125,137,141,145,153,162,170,174,177,196,202,224],"accuracy":[43],"of":[44,91,118,165,173],"pathological":[45,89,116,163,203,220,239],"diagnosis":[46],"due":[47],"to":[48,75,136,168,185,195],"information":[49,117],"loss.":[50],"To":[51,86,200],"address":[52],"these":[53],"challenges,":[54],"we":[55,95],"develop":[56],"PST-Diff,":[57],"a":[58],"method":[59],"generating":[61,129,216],"virtual":[62,130,236],"images":[64,67,132,222],"from":[65,81],"HE":[66],"based":[68],"diffusion":[70],"models,":[71],"which":[72],"allows":[73],"pathologists":[74],"simultaneously":[76],"view":[77],"multiple":[78],"results":[80],"same":[83],"tissue":[84],"slide.":[85],"maintain":[87,169],"consistency":[90,164,172,206],"stain":[93,175],"transfer,":[94,176],"propose":[96],"asymmetric":[98],"attention":[99],"mechanism":[100],"(AAM)":[101],"latent":[103],"transfer":[104],"(LT)":[105],"module":[106,143,182],"in":[107,128,215,234],"PST-Diff.":[108,166],"Specifically,":[109],"AAM":[111],"retain":[113],"local":[115],"source":[120],"domain":[121],"images,":[122],"while":[123],"ensuring":[124],"model's":[126],"flexibility":[127],"stained":[131],"that":[133],"highly":[134],"confirm":[135],"target":[138],"domain.":[139],"Subsequently,":[140],"LT":[142],"transfers":[144],"implicit":[146],"representations":[147],"across":[148],"different":[149],"domains,":[150],"effectively":[151],"alleviating":[152],"bias":[154],"introduced":[155],"by":[156],"direct":[157],"connection":[158],"further":[160],"enhancing":[161],"structural":[171,192,205],"conditional":[178],"frequency":[179,197],"guidance":[180],"(CFG)":[181],"is":[183],"proposed":[184],"precisely":[186],"control":[187],"image":[188,240],"generation":[189],"preserve":[191],"according":[194],"recovery":[198],"process.":[199],"conclude,":[201],"constraints":[207],"provide":[208],"PST-Diff":[209,230],"with":[210,223],"effectiveness":[211],"superior":[213],"generalization":[214],"stable":[217],"functionally":[219],"best":[225],"evaluation":[226],"score.":[227],"In":[228],"general,":[229],"offers":[231],"prospective":[232],"application":[233],"clinical":[235],"analysis.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
