{"id":"https://openalex.org/W4295939613","doi":"https://doi.org/10.1007/978-3-031-16434-7_39","title":"Prostate Cancer Histology Synthesis Using StyleGAN Latent Space Annotation","display_name":"Prostate Cancer Histology Synthesis Using StyleGAN Latent Space Annotation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4295939613","doi":"https://doi.org/10.1007/978-3-031-16434-7_39"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16434-7_39","doi":"https://doi.org/10.1007/978-3-031-16434-7_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16434-7_39","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W4295935699","display_name":"Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2022"},"type":"conference-paper","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/A5016230866","display_name":"Gagandeep Daroach","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I50702494","display_name":"Milwaukee School of Engineering","ror":"https://ror.org/04h7cfr36","country_code":"US","type":"education","lineage":["https://openalex.org/I50702494"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gagandeep B. Daroach","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Milwaukee School of Engineering, Milwaukee, WI, 53202, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Milwaukee School of Engineering, Milwaukee, WI, 53202, USA","institution_ids":["https://openalex.org/I50702494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083346483","display_name":"Savannah R. Duenweg","orcid":"https://orcid.org/0000-0003-4010-7737","observed_orcids":["https://orcid.org/0000-0003-4010-7737"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Savannah R. Duenweg","raw_affiliation_strings":["Departments of Biophysics, Medical College of Wisconsin, Milwaukee, WI, 53226, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Biophysics, Medical College of Wisconsin, Milwaukee, WI, 53226, USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090441302","display_name":"Michael Brehler","orcid":"https://orcid.org/0000-0002-4663-6587","observed_orcids":["https://orcid.org/0000-0002-4663-6587"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Brehler","raw_affiliation_strings":["Departments of Radiology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Radiology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089858638","display_name":"Allison K. Lowman","orcid":"https://orcid.org/0000-0002-2520-8145","observed_orcids":["https://orcid.org/0000-0002-2520-8145"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allison K. Lowman","raw_affiliation_strings":["Departments of Radiology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Radiology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006909847","display_name":"Kenneth A. Iczkowski","orcid":"https://orcid.org/0000-0002-8909-8811","observed_orcids":["https://orcid.org/0000-0002-8909-8811"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth A. Iczkowski","raw_affiliation_strings":["Departments of Pathology and Urology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Pathology and Urology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030870196","display_name":"Kenneth M. Jacobsohn","orcid":"https://orcid.org/0000-0003-2039-2737","observed_orcids":["https://orcid.org/0000-0003-2039-2737"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth M. Jacobsohn","raw_affiliation_strings":["Departments of Urology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Urology, Medical College of Wisconsin, Milwaukee, WI, 53226, USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034770259","display_name":"Josiah A. Yoder","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I50702494","display_name":"Milwaukee School of Engineering","ror":"https://ror.org/04h7cfr36","country_code":"US","type":"education","lineage":["https://openalex.org/I50702494"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Josiah A. Yoder","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Milwaukee School of Engineering, Milwaukee, WI, 53202, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Milwaukee School of Engineering, Milwaukee, WI, 53202, USA","institution_ids":["https://openalex.org/I50702494"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032574031","display_name":"Peter S. LaViolette","orcid":"https://orcid.org/0000-0002-9602-6891","observed_orcids":["https://orcid.org/0000-0002-9602-6891"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter S. LaViolette","raw_affiliation_strings":["Departments of Radiology and Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, 53226, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Radiology and Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, 53226, USA","institution_ids":["https://openalex.org/I204308271"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034770259"],"corresponding_institution_ids":["https://openalex.org/I50702494"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6506,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69939261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"398","last_page":"408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.8295999765396118,"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":0.8295999765396118,"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":0.13529999554157257,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.013399999588727951,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"prostate cancer","score":0.9900000095367432},{"id":"https://openalex.org/keywords/histopathology","display_name":"histopathology","score":0.7910000085830688},{"id":"https://openalex.org/keywords/stylegan2","display_name":"StyleGAN2","score":0.8849999904632568},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.8410000205039978},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"unsupervised learning","score":0.6729999780654907},{"id":"https://openalex.org/keywords/stage-at-diagnosis","display_name":"stage at diagnosis","score":0.4020000100135803},{"id":"https://openalex.org/keywords/latent-space-disentanglement","display_name":"latent space disentanglement","score":0.5659999847412109}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7706310153007507},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7006018161773682},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6620632410049438},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.45395368337631226},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.43856045603752136},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41913172602653503},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.34666377305984497},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13781028985977173},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16434-7_39","doi":"https://doi.org/10.1007/978-3-031-16434-7_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16434-7_39","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.428600013256073}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1545430154","https://openalex.org/W1980808284","https://openalex.org/W1987803990","https://openalex.org/W2053208871","https://openalex.org/W2566079294","https://openalex.org/W2747512347","https://openalex.org/W2766257519","https://openalex.org/W2782599016","https://openalex.org/W2800781799","https://openalex.org/W2887516561","https://openalex.org/W2904367110","https://openalex.org/W2921488124","https://openalex.org/W2950181023","https://openalex.org/W2954679106","https://openalex.org/W2995327724","https://openalex.org/W3046411017","https://openalex.org/W3084243896","https://openalex.org/W3100887207","https://openalex.org/W3102061158","https://openalex.org/W3204544513","https://openalex.org/W3209390330","https://openalex.org/W4206841660","https://openalex.org/W4312239639","https://openalex.org/W4376474377"],"related_works":["https://openalex.org/W3083086799","https://openalex.org/W2741685120","https://openalex.org/W4391304038","https://openalex.org/W2892643503","https://openalex.org/W3201856807","https://openalex.org/W4381951150","https://openalex.org/W2900975567","https://openalex.org/W3203997725","https://openalex.org/W4394802678","https://openalex.org/W4411696190"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-09-16T00:00:00"}
