{"id":"https://openalex.org/W4387404188","doi":"https://doi.org/10.1007/978-3-031-44689-4_11","title":"Synthetic Singleplex-Image Generation in Multiplex-Brightfield Immunohistochemistry Digital Pathology Using Deep Generative Models","display_name":"Synthetic Singleplex-Image Generation in Multiplex-Brightfield Immunohistochemistry Digital Pathology Using Deep Generative Models","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387404188","doi":"https://doi.org/10.1007/978-3-031-44689-4_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44689-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44689-4_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5039199226","display_name":"Auranuch Lorsakul","orcid":"https://orcid.org/0009-0009-3780-4217"},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Auranuch Lorsakul","raw_affiliation_strings":["Computational Science and Informatics, Roche Diagnostics Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Computational Science and Informatics, Roche Diagnostics Solutions, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103384472","display_name":"Jim Martin","orcid":null},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jim Martin","raw_affiliation_strings":["Computational Science and Informatics, Roche Diagnostics Solutions, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Computational Science and Informatics, Roche Diagnostics Solutions, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112739082","display_name":"Terry H. Landowski","orcid":null},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Terry Landowski","raw_affiliation_strings":["Assay Development, Roche Diagnostics Solutions, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Assay Development, Roche Diagnostics Solutions, Tucson, AZ, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113299989","display_name":"Erika Walker","orcid":null},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erika Walker","raw_affiliation_strings":["Assay Development, Roche Diagnostics Solutions, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Assay Development, Roche Diagnostics Solutions, Tucson, AZ, USA","institution_ids":["https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022324491","display_name":"Mike Flores","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133043","display_name":"Clinical Solutions","ror":"https://ror.org/02p9evb60","country_code":"US","type":"other","lineage":["https://openalex.org/I4210133043"]},{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mike Flores","raw_affiliation_strings":["Clinical Development Pathology Office, Roche Diagnostics Solutions, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Clinical Development Pathology Office, Roche Diagnostics Solutions, Tucson, AZ, USA","institution_ids":["https://openalex.org/I4210133043","https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007486188","display_name":"June Clements","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133043","display_name":"Clinical Solutions","ror":"https://ror.org/02p9evb60","country_code":"US","type":"other","lineage":["https://openalex.org/I4210133043"]},{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"June Clements","raw_affiliation_strings":["Clinical Development Pathology Office, Roche Diagnostics Solutions, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Clinical Development Pathology Office, Roche Diagnostics Solutions, Tucson, AZ, USA","institution_ids":["https://openalex.org/I4210133043","https://openalex.org/I129302853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064025350","display_name":"Matthew Olson","orcid":"https://orcid.org/0000-0002-4179-456X"},"institutions":[{"id":"https://openalex.org/I4210133043","display_name":"Clinical Solutions","ror":"https://ror.org/02p9evb60","country_code":"US","type":"other","lineage":["https://openalex.org/I4210133043"]},{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Olson","raw_affiliation_strings":["Clinical Development Pathology Office, Roche Diagnostics Solutions, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Clinical Development Pathology Office, Roche Diagnostics Solutions, Tucson, AZ, USA","institution_ids":["https://openalex.org/I4210133043","https://openalex.org/I129302853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004132080","display_name":"Gianni Ferreri","orcid":null},"institutions":[{"id":"https://openalex.org/I129302853","display_name":"Roche (United States)","ror":"https://ror.org/011qkaj49","country_code":"US","type":"company","lineage":["https://openalex.org/I118019719","https://openalex.org/I129302853"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gianni Ferreri","raw_affiliation_strings":["Assay Development, Roche Diagnostics Solutions, Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Assay Development, Roche Diagnostics Solutions, Tucson, AZ, USA","institution_ids":["https://openalex.org/I129302853"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5039199226"],"corresponding_institution_ids":["https://openalex.org/I129302853"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38012981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"107","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9900000095367432,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9900000095367432,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7103650569915771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.676457941532135},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5523685216903687},{"id":"https://openalex.org/keywords/multiplex","display_name":"Multiplex","score":0.4920927882194519},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.42808210849761963},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4190472364425659},{"id":"https://openalex.org/keywords/stain","display_name":"Stain","score":0.41715067625045776},{"id":"https://openalex.org/keywords/staining","display_name":"Staining","score":0.393293559551239},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19293642044067383},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16665247082710266},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.12687313556671143}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7103650569915771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.676457941532135},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5523685216903687},{"id":"https://openalex.org/C2781188995","wikidata":"https://www.wikidata.org/wiki/Q6934982","display_name":"Multiplex","level":2,"score":0.4920927882194519},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.42808210849761963},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4190472364425659},{"id":"https://openalex.org/C2781294515","wikidata":"https://www.wikidata.org/wiki/Q2733470","display_name":"Stain","level":3,"score":0.41715067625045776},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.393293559551239},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19293642044067383},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16665247082710266},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.12687313556671143},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-44689-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44689-4_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1972940559","https://openalex.org/W2615055042","https://openalex.org/W2953559083","https://openalex.org/W2963073614","https://openalex.org/W2979411406","https://openalex.org/W3017374234","https://openalex.org/W3020433126","https://openalex.org/W3110137169","https://openalex.org/W3175825797","https://openalex.org/W4295533116"],"related_works":["https://openalex.org/W1705932695","https://openalex.org/W90289501","https://openalex.org/W2040366372","https://openalex.org/W2043390473","https://openalex.org/W2336199709","https://openalex.org/W2362126043","https://openalex.org/W3037752552","https://openalex.org/W2352791572","https://openalex.org/W2097952607","https://openalex.org/W4238468897"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
