{"id":"https://openalex.org/W4387211534","doi":"https://doi.org/10.1007/978-3-031-43987-2_62","title":"Deep Learning for\u00a0Tumor-Associated Stroma Identification in\u00a0Prostate Histopathology Slides","display_name":"Deep Learning for\u00a0Tumor-Associated Stroma Identification in\u00a0Prostate Histopathology Slides","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387211534","doi":"https://doi.org/10.1007/978-3-031-43987-2_62"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43987-2_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43987-2_62","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/A5100784338","display_name":"Zichen Wang","orcid":"https://orcid.org/0000-0002-9369-6611"},"institutions":[{"id":"https://openalex.org/I4210121124","display_name":"Computational Diagnostics (United States)","ror":"https://ror.org/02fv0rq89","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121124"]},{"id":"https://openalex.org/I4210133661","display_name":"La Jolla Bioengineering Institute","ror":"https://ror.org/03sgbh608","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210133661"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zichen Wang","raw_affiliation_strings":["Computational Diagnostics Lab, UCLA, Los Angeles, USA","The Department of Bioengineering, UCLA, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Computational Diagnostics Lab, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210121124"]},{"raw_affiliation_string":"The Department of Bioengineering, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210133661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063336104","display_name":"Mara Pleasure","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121124","display_name":"Computational Diagnostics (United States)","ror":"https://ror.org/02fv0rq89","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121124"]},{"id":"https://openalex.org/I2801403999","display_name":"UCLA Medical Center","ror":"https://ror.org/04vq5kb54","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799798094","https://openalex.org/I2801403999"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mara Pleasure","raw_affiliation_strings":["Computational Diagnostics Lab, UCLA, Los Angeles, USA","Medical Informatics Home Area, Graduate Programs in Bioscience, UCLA, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Computational Diagnostics Lab, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210121124"]},{"raw_affiliation_string":"Medical Informatics Home Area, Graduate Programs in Bioscience, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I2801403999"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006645827","display_name":"Haoyue Zhang","orcid":"https://orcid.org/0000-0002-9412-7584"},"institutions":[{"id":"https://openalex.org/I4210121124","display_name":"Computational Diagnostics (United States)","ror":"https://ror.org/02fv0rq89","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121124"]},{"id":"https://openalex.org/I4210133661","display_name":"La Jolla Bioengineering Institute","ror":"https://ror.org/03sgbh608","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210133661"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haoyue Zhang","raw_affiliation_strings":["Computational Diagnostics Lab, UCLA, Los Angeles, USA","The Department of Bioengineering, UCLA, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Computational Diagnostics Lab, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210121124"]},{"raw_affiliation_string":"The Department of Bioengineering, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210133661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033461109","display_name":"Kimberly Johana C\u00e1rdenas Flores","orcid":"https://orcid.org/0009-0005-1850-528X"},"institutions":[{"id":"https://openalex.org/I4210121124","display_name":"Computational Diagnostics (United States)","ror":"https://ror.org/02fv0rq89","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121124"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kimberly Flores","raw_affiliation_strings":["Computational Diagnostics Lab, UCLA, Los Angeles, USA","The Department of Pathology and Laboratory Medicine, UCLA, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Computational Diagnostics Lab, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210121124"]},{"raw_affiliation_string":"The Department of Pathology and Laboratory Medicine, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028893537","display_name":"Anthony Sisk","orcid":"https://orcid.org/0000-0001-7262-3985"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I4210121124","display_name":"Computational Diagnostics (United States)","ror":"https://ror.org/02fv0rq89","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121124"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Sisk","raw_affiliation_strings":["Computational Diagnostics Lab, UCLA, Los Angeles, USA","The Department of Pathology and Laboratory Medicine, UCLA, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Computational Diagnostics Lab, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210121124"]},{"raw_affiliation_string":"The Department of Pathology and Laboratory Medicine, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029456122","display_name":"William Speier","orcid":"https://orcid.org/0000-0002-0890-8684"},"institutions":[{"id":"https://openalex.org/I2801403999","display_name":"UCLA Medical Center","ror":"https://ror.org/04vq5kb54","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799798094","https://openalex.org/I2801403999"]},{"id":"https://openalex.org/I4210133661","display_name":"La Jolla Bioengineering Institute","ror":"https://ror.org/03sgbh608","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210133661"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I4210121124","display_name":"Computational Diagnostics (United States)","ror":"https://ror.org/02fv0rq89","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121124"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Speier","raw_affiliation_strings":["Computational Diagnostics Lab, UCLA, Los Angeles, USA","Medical Informatics Home Area, Graduate Programs in Bioscience, UCLA, Los Angeles, USA","The Department of Bioengineering, UCLA, Los Angeles, USA","The Department of Radiological Sciences, UCLA, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Computational Diagnostics Lab, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210121124"]},{"raw_affiliation_string":"Medical Informatics Home Area, Graduate Programs in Bioscience, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I2801403999"]},{"raw_affiliation_string":"The Department of Bioengineering, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210133661"]},{"raw_affiliation_string":"The Department of Radiological Sciences, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001751044","display_name":"Corey Arnold","orcid":"https://orcid.org/0000-0002-4119-8143"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I4210121124","display_name":"Computational Diagnostics (United States)","ror":"https://ror.org/02fv0rq89","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121124"]},{"id":"https://openalex.org/I4210133661","display_name":"La Jolla Bioengineering Institute","ror":"https://ror.org/03sgbh608","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210133661"]},{"id":"https://openalex.org/I2801403999","display_name":"UCLA Medical Center","ror":"https://ror.org/04vq5kb54","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799798094","https://openalex.org/I2801403999"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Corey W. Arnold","raw_affiliation_strings":["Computational Diagnostics Lab, UCLA, Los Angeles, USA","Medical Informatics Home Area, Graduate Programs in Bioscience, UCLA, Los Angeles, USA","The Department of Bioengineering, UCLA, Los Angeles, USA","The Department of Pathology and Laboratory Medicine, UCLA, Los Angeles, USA","The Department of Radiological Sciences, UCLA, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Computational Diagnostics Lab, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210121124"]},{"raw_affiliation_string":"Medical Informatics Home Area, Graduate Programs in Bioscience, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I2801403999"]},{"raw_affiliation_string":"The Department of Bioengineering, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I4210133661"]},{"raw_affiliation_string":"The Department of Pathology and Laboratory Medicine, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The Department of Radiological Sciences, UCLA, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100784338"],"corresponding_institution_ids":["https://openalex.org/I4210121124","https://openalex.org/I4210133661"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0405,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79135267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"642","last_page":"651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9973000288009644,"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":0.9973000288009644,"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/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.991599977016449,"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/stroma","display_name":"Stroma","score":0.8952465057373047},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.7954229116439819},{"id":"https://openalex.org/keywords/stromal-cell","display_name":"Stromal cell","score":0.7386229038238525},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.7239382863044739},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.6781702637672424},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.6008655428886414},{"id":"https://openalex.org/keywords/tumor-progression","display_name":"Tumor progression","score":0.5640144944190979},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.49633246660232544},{"id":"https://openalex.org/keywords/tumor-microenvironment","display_name":"Tumor microenvironment","score":0.4742119610309601},{"id":"https://openalex.org/keywords/metastasis","display_name":"Metastasis","score":0.44872114062309265},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39835411310195923},{"id":"https://openalex.org/keywords/immunohistochemistry","display_name":"Immunohistochemistry","score":0.1543239951133728},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12609058618545532}],"concepts":[{"id":"https://openalex.org/C52124034","wikidata":"https://www.wikidata.org/wiki/Q557179","display_name":"Stroma","level":3,"score":0.8952465057373047},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.7954229116439819},{"id":"https://openalex.org/C16930146","wikidata":"https://www.wikidata.org/wiki/Q4381253","display_name":"Stromal cell","level":2,"score":0.7386229038238525},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.7239382863044739},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.6781702637672424},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.6008655428886414},{"id":"https://openalex.org/C2779256057","wikidata":"https://www.wikidata.org/wiki/Q16909647","display_name":"Tumor progression","level":3,"score":0.5640144944190979},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.49633246660232544},{"id":"https://openalex.org/C2776107976","wikidata":"https://www.wikidata.org/wiki/Q1786433","display_name":"Tumor microenvironment","level":3,"score":0.4742119610309601},{"id":"https://openalex.org/C2779013556","wikidata":"https://www.wikidata.org/wiki/Q181876","display_name":"Metastasis","level":3,"score":0.44872114062309265},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39835411310195923},{"id":"https://openalex.org/C204232928","wikidata":"https://www.wikidata.org/wiki/Q899285","display_name":"Immunohistochemistry","level":2,"score":0.1543239951133728},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12609058618545532}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-43987-2_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43987-2_62","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1562296432","https://openalex.org/W1820655337","https://openalex.org/W2050452966","https://openalex.org/W2090772441","https://openalex.org/W2110451471","https://openalex.org/W2194775991","https://openalex.org/W2596265346","https://openalex.org/W2613258265","https://openalex.org/W2792527495","https://openalex.org/W2808210572","https://openalex.org/W2885322156","https://openalex.org/W2943576188","https://openalex.org/W2971617082","https://openalex.org/W3035358681","https://openalex.org/W3036832166","https://openalex.org/W3041849750","https://openalex.org/W3110714706","https://openalex.org/W3171635822","https://openalex.org/W4212917902","https://openalex.org/W4285670846","https://openalex.org/W4312305885","https://openalex.org/W4318833929"],"related_works":["https://openalex.org/W4315562761","https://openalex.org/W2041236850","https://openalex.org/W2044063294","https://openalex.org/W2007366900","https://openalex.org/W169414703","https://openalex.org/W173733416","https://openalex.org/W4214854038","https://openalex.org/W2413659422","https://openalex.org/W203172925","https://openalex.org/W2590614645"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}