{"id":"https://openalex.org/W4387938587","doi":"https://doi.org/10.1007/978-3-031-47076-9_1","title":"Clinical Trial Histology Image Based End-to-End Biomarker Expression Levels Prediction and Visualization Using Constrained GANs","display_name":"Clinical Trial Histology Image Based End-to-End Biomarker Expression Levels Prediction and Visualization Using Constrained GANs","publication_year":2023,"publication_date":"2023-10-25","ids":{"openalex":"https://openalex.org/W4387938587","doi":"https://doi.org/10.1007/978-3-031-47076-9_1"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47076-9_1","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_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"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/A5002311337","display_name":"Wei Zhao","orcid":"https://orcid.org/0000-0002-6268-2559"},"institutions":[{"id":"https://openalex.org/I4210136746","display_name":"Sanofi (China)","ror":"https://ror.org/03pn9bd47","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3018075036","https://openalex.org/I4210136746"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Zhao","raw_affiliation_strings":["Sanofi, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sanofi, Beijing, China","institution_ids":["https://openalex.org/I4210136746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037663935","display_name":"Bozhao Qi","orcid":"https://orcid.org/0000-0002-8318-6896"},"institutions":[{"id":"https://openalex.org/I4210136746","display_name":"Sanofi (China)","ror":"https://ror.org/03pn9bd47","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3018075036","https://openalex.org/I4210136746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bozhao Qi","raw_affiliation_strings":["Sanofi, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sanofi, Beijing, China","institution_ids":["https://openalex.org/I4210136746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426730","display_name":"Yichen Li","orcid":"https://orcid.org/0009-0009-8370-644X"},"institutions":[{"id":"https://openalex.org/I4210136746","display_name":"Sanofi (China)","ror":"https://ror.org/03pn9bd47","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3018075036","https://openalex.org/I4210136746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichen Li","raw_affiliation_strings":["Sanofi, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sanofi, Beijing, China","institution_ids":["https://openalex.org/I4210136746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010392645","display_name":"Roger Trullo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136746","display_name":"Sanofi (China)","ror":"https://ror.org/03pn9bd47","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3018075036","https://openalex.org/I4210136746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Roger Trullo","raw_affiliation_strings":["Sanofi, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sanofi, Beijing, China","institution_ids":["https://openalex.org/I4210136746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036044359","display_name":"Elham Attieh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136746","display_name":"Sanofi (China)","ror":"https://ror.org/03pn9bd47","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3018075036","https://openalex.org/I4210136746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Elham Attieh","raw_affiliation_strings":["Sanofi, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sanofi, Beijing, China","institution_ids":["https://openalex.org/I4210136746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113031019","display_name":"Anne-Laure Bauchet","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136746","display_name":"Sanofi (China)","ror":"https://ror.org/03pn9bd47","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3018075036","https://openalex.org/I4210136746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anne-Laure Bauchet","raw_affiliation_strings":["Sanofi, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sanofi, Beijing, China","institution_ids":["https://openalex.org/I4210136746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006329017","display_name":"Qi Tang","orcid":"https://orcid.org/0000-0002-5273-9769"},"institutions":[{"id":"https://openalex.org/I4210136746","display_name":"Sanofi (China)","ror":"https://ror.org/03pn9bd47","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3018075036","https://openalex.org/I4210136746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Tang","raw_affiliation_strings":["Sanofi, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sanofi, Beijing, China","institution_ids":["https://openalex.org/I4210136746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093006038","display_name":"Etienne Pochet","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136746","display_name":"Sanofi (China)","ror":"https://ror.org/03pn9bd47","country_code":"CN","type":"funder","lineage":["https://openalex.org/I3018075036","https://openalex.org/I4210136746"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Etienne Pochet","raw_affiliation_strings":["Sanofi, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sanofi, Beijing, China","institution_ids":["https://openalex.org/I4210136746"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002311337"],"corresponding_institution_ids":["https://openalex.org/I4210136746"],"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":65},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994,"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":0.9994,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9991,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9947,"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/digital-pathology","display_name":"Digital Pathology","score":0.5983821},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.5435519},{"id":"https://openalex.org/keywords/stain","display_name":"Stain","score":0.43344346}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.77391374},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.60105515},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.5983821},{"id":"https://openalex.org/C204232928","wikidata":"https://www.wikidata.org/wiki/Q899285","display_name":"Immunohistochemistry","level":2,"score":0.5882975},{"id":"https://openalex.org/C125473707","wikidata":"https://www.wikidata.org/wiki/Q9914","display_name":"H&E stain","level":3,"score":0.54817796},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5480946},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.5435519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.53977174},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4465838},{"id":"https://openalex.org/C2781294515","wikidata":"https://www.wikidata.org/wiki/Q2733470","display_name":"Stain","level":3,"score":0.43344346},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.41836688},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.41718686},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39425495},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.3649694},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3593589},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3466614},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.21339461},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20764542},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08264303},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47076-9_1","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_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":19,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W2013357857","https://openalex.org/W2083268461","https://openalex.org/W2117515556","https://openalex.org/W2137347873","https://openalex.org/W2149865188","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2563206586","https://openalex.org/W2952481429","https://openalex.org/W2962793481","https://openalex.org/W2963150697","https://openalex.org/W3091018266","https://openalex.org/W3096831136","https://openalex.org/W3108316907","https://openalex.org/W3135547872","https://openalex.org/W3141929194","https://openalex.org/W3174481471","https://openalex.org/W3214349553"],"related_works":["https://openalex.org/W62528080","https://openalex.org/W4390098721","https://openalex.org/W4384826841","https://openalex.org/W4311305828","https://openalex.org/W4310665281","https://openalex.org/W2193165651","https://openalex.org/W2138378837","https://openalex.org/W2063882352","https://openalex.org/W2043744435","https://openalex.org/W2015326638"],"abstract_inverted_index":null,"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4387938587","counts_by_year":[],"updated_date":"2025-05-04T05:33:28.834759","created_date":"2023-10-26"}