{"id":"https://openalex.org/W4379032062","doi":"https://doi.org/10.1007/978-3-658-41657-7_40","title":"Deep Learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-free Object Detector","display_name":"Deep Learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-free Object Detector","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379032062","doi":"https://doi.org/10.1007/978-3-658-41657-7_40"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-41657-7_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-41657-7_40","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","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/A5018481044","display_name":"Marc Aubreville","orcid":"https://orcid.org/0000-0002-5294-5247"},"institutions":[{"id":"https://openalex.org/I4210106192","display_name":"Technische Hochschule Ingolstadt","ror":"https://ror.org/02bxzcy64","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210106192"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marc Aubreville","raw_affiliation_strings":["Technische Hochschule Ingolstadt, Ingolstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Hochschule Ingolstadt, Ingolstadt, Germany","institution_ids":["https://openalex.org/I4210106192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019399777","display_name":"Jonathan Ganz","orcid":"https://orcid.org/0009-0008-1299-8716"},"institutions":[{"id":"https://openalex.org/I4210106192","display_name":"Technische Hochschule Ingolstadt","ror":"https://ror.org/02bxzcy64","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210106192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonathan Ganz","raw_affiliation_strings":["Technische Hochschule Ingolstadt, Ingolstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Hochschule Ingolstadt, Ingolstadt, Germany","institution_ids":["https://openalex.org/I4210106192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083212511","display_name":"Jonas Ammeling","orcid":"https://orcid.org/0000-0002-0335-1194"},"institutions":[{"id":"https://openalex.org/I4210106192","display_name":"Technische Hochschule Ingolstadt","ror":"https://ror.org/02bxzcy64","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210106192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Ammeling","raw_affiliation_strings":["Technische Hochschule Ingolstadt, Ingolstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Hochschule Ingolstadt, Ingolstadt, Germany","institution_ids":["https://openalex.org/I4210106192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054811908","display_name":"Taryn Donovan","orcid":"https://orcid.org/0000-0001-5740-9550"},"institutions":[{"id":"https://openalex.org/I4210136521","display_name":"The Schwarzman Animal Medical Center","ror":"https://ror.org/03kf3ks42","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210136521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taryn A. Donovan","raw_affiliation_strings":["Schwarzman Animal Medical Center, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Schwarzman Animal Medical Center, New York, NY, USA","institution_ids":["https://openalex.org/I4210136521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012091136","display_name":"Rutger Fick","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rutger HJ. Fick","raw_affiliation_strings":["Tribun Health, Paris, France"],"affiliations":[{"raw_affiliation_string":"Tribun Health, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025681380","display_name":"Katharina Breininger","orcid":"https://orcid.org/0000-0001-7600-5869"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Breininger","raw_affiliation_strings":["Department AIBE, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department AIBE, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033800956","display_name":"Christof Bertram","orcid":"https://orcid.org/0000-0002-2402-9997"},"institutions":[{"id":"https://openalex.org/I150540706","display_name":"University of Veterinary Medicine Vienna","ror":"https://ror.org/01w6qp003","country_code":"AT","type":"education","lineage":["https://openalex.org/I150540706"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christof A. Bertram","raw_affiliation_strings":["Institute of Pathology, University of Veterinary Medicine Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University of Veterinary Medicine Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I150540706"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5018481044"],"corresponding_institution_ids":["https://openalex.org/I4210106192"],"apc_list":null,"apc_paid":null,"fwci":2.1329,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88074403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"189","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9993000030517578,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9973999857902527,"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/subtyping","display_name":"Subtyping","score":0.7497735023498535},{"id":"https://openalex.org/keywords/mitosis","display_name":"Mitosis","score":0.689127504825592},{"id":"https://openalex.org/keywords/malignancy","display_name":"Malignancy","score":0.41946494579315186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39151865243911743},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.34250563383102417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3410775661468506},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.079720139503479}],"concepts":[{"id":"https://openalex.org/C83852419","wikidata":"https://www.wikidata.org/wiki/Q2713292","display_name":"Subtyping","level":2,"score":0.7497735023498535},{"id":"https://openalex.org/C93304396","wikidata":"https://www.wikidata.org/wiki/Q14763008","display_name":"Mitosis","level":2,"score":0.689127504825592},{"id":"https://openalex.org/C2779399171","wikidata":"https://www.wikidata.org/wiki/Q1483951","display_name":"Malignancy","level":2,"score":0.41946494579315186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39151865243911743},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.34250563383102417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3410775661468506},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.079720139503479},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-41657-7_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-41657-7_40","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W186722663","https://openalex.org/W2073113564","https://openalex.org/W2884988214","https://openalex.org/W2885304676","https://openalex.org/W3113501345","https://openalex.org/W4225276367","https://openalex.org/W4309915768"],"related_works":["https://openalex.org/W2438324262","https://openalex.org/W1479756236","https://openalex.org/W1549664546","https://openalex.org/W2092425545","https://openalex.org/W2165330448","https://openalex.org/W2322179548","https://openalex.org/W2070311721","https://openalex.org/W4250038320","https://openalex.org/W1992868294","https://openalex.org/W2065268251"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}