{"id":"https://openalex.org/W3040734937","doi":"https://doi.org/10.1038/s42256-020-0200-7","title":"High-accuracy prostate cancer pathology using deep learning","display_name":"High-accuracy prostate cancer pathology using deep learning","publication_year":2020,"publication_date":"2020-07-13","ids":{"openalex":"https://openalex.org/W3040734937","doi":"https://doi.org/10.1038/s42256-020-0200-7","mag":"3040734937"},"language":"en","primary_location":{"id":"doi:10.1038/s42256-020-0200-7","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-020-0200-7","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},"type":"article","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/A5062655554","display_name":"Yuri Tolkach","orcid":"https://orcid.org/0000-0001-5239-2841"},"institutions":[{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]},{"id":"https://openalex.org/I4210153755","display_name":"University Hospital Cologne","ror":"https://ror.org/05mxhda18","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210153755"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yuri Tolkach","raw_affiliation_strings":["Institute of Pathology, University Hospital Bonn, Bonn, Germany","Institute of Pathology, University Hospital Cologne, Cologne, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5239-2841","affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451"]},{"raw_affiliation_string":"Institute of Pathology, University Hospital Cologne, Cologne, Germany","institution_ids":["https://openalex.org/I4210153755"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015321911","display_name":"Tilmann Dohmg\u00f6rgen","orcid":null},"institutions":[{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilmann Dohmg\u00f6rgen","raw_affiliation_strings":["Institute of Pathology, University Hospital Bonn, Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065404730","display_name":"Marieta Toma","orcid":"https://orcid.org/0000-0002-4803-3712"},"institutions":[{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marieta Toma","raw_affiliation_strings":["Institute of Pathology, University Hospital Bonn, Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017462100","display_name":"Glen Kristiansen","orcid":"https://orcid.org/0000-0003-4149-5487"},"institutions":[{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Glen Kristiansen","raw_affiliation_strings":["Institute of Pathology, University Hospital Bonn, Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062655554"],"corresponding_institution_ids":["https://openalex.org/I2799391451","https://openalex.org/I4210153755"],"apc_list":{"value":11690,"currency":"USD","value_usd":11690},"apc_paid":null,"fwci":13.2727,"has_fulltext":false,"cited_by_count":195,"citation_normalized_percentile":{"value":0.99027943,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"2","issue":"7","first_page":"411","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9983000159263611,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9908999800682068,"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/digital-pathology","display_name":"Digital pathology","score":0.8699057102203369},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7523881793022156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6913622617721558},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.6862782835960388},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.6833460330963135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6452842950820923},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6088641285896301},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6087055802345276},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.4958251416683197},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.42614084482192993},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.41951000690460205},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3859151303768158},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34742361307144165},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.32957038283348083},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3237084150314331},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11724638938903809},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10522347688674927}],"concepts":[{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.8699057102203369},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7523881793022156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913622617721558},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6862782835960388},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.6833460330963135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6452842950820923},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6088641285896301},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6087055802345276},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.4958251416683197},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.42614084482192993},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.41951000690460205},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3859151303768158},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34742361307144165},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.32957038283348083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3237084150314331},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11724638938903809},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10522347688674927},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1038/s42256-020-0200-7","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-020-0200-7","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:USBKOELN.ub.uni-koeln.de:32727","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400371","display_name":"K\u00f6lner Universit\u00e4ts PublikationsServer (Universit\u00e4t zu K\u00f6ln)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210115942","host_organization_name":"Rhenish Institute for Environmental Research","host_organization_lineage":["https://openalex.org/I4210115942"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"doc-type:article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1820655337","https://openalex.org/W2132162500","https://openalex.org/W2301685087","https://openalex.org/W2401520370","https://openalex.org/W2460055511","https://openalex.org/W2592936145","https://openalex.org/W2668608389","https://openalex.org/W2751723768","https://openalex.org/W2760946358","https://openalex.org/W2761668583","https://openalex.org/W2772723798","https://openalex.org/W2783472689","https://openalex.org/W2786974903","https://openalex.org/W2794803511","https://openalex.org/W2885650974","https://openalex.org/W2889089723","https://openalex.org/W2891253216","https://openalex.org/W2892938835","https://openalex.org/W2898020899","https://openalex.org/W2901612843","https://openalex.org/W2901713220","https://openalex.org/W2914568698","https://openalex.org/W2921197949","https://openalex.org/W2922268597","https://openalex.org/W2942154652","https://openalex.org/W2945092046","https://openalex.org/W2947078801","https://openalex.org/W2948930564","https://openalex.org/W2949226441","https://openalex.org/W2956228567","https://openalex.org/W2964081807","https://openalex.org/W2967444033","https://openalex.org/W2979670193","https://openalex.org/W2994725725","https://openalex.org/W2999091210","https://openalex.org/W2999399991","https://openalex.org/W3099760791","https://openalex.org/W3100003598"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W188202134","https://openalex.org/W2397952901","https://openalex.org/W4317866621","https://openalex.org/W2553136576","https://openalex.org/W2554159640","https://openalex.org/W3162476954"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":42},{"year":2024,"cited_by_count":47},{"year":2023,"cited_by_count":36},{"year":2022,"cited_by_count":38},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}
