{"id":"https://openalex.org/W4391935283","doi":"https://doi.org/10.1007/978-3-658-44037-4_41","title":"Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning","display_name":"Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391935283","doi":"https://doi.org/10.1007/978-3-658-44037-4_41"},"language":"de","primary_location":{"id":"doi:10.1007/978-3-658-44037-4_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-44037-4_41","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/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":true,"raw_author_name":"Jonathan Ganz","raw_affiliation_strings":["Technische Hochschule Ingolstadt, Ingolstadt, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Hochschule Ingolstadt, Ingolstadt, Deutschland","institution_ids":["https://openalex.org/I4210106192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060003070","display_name":"Chlo\u00e9 Puget","orcid":"https://orcid.org/0000-0001-7629-0356"},"institutions":[{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Chlo\u00e9 Puget","raw_affiliation_strings":["Institute of Veterinary Pathology, Freie Universit\u00e4t Berlin, Berlin, Deutschland"],"raw_orcid":"https://orcid.org/0000-0001-7629-0356","affiliations":[{"raw_affiliation_string":"Institute of Veterinary Pathology, Freie Universit\u00e4t Berlin, Berlin, Deutschland","institution_ids":["https://openalex.org/I75951250"]}]},{"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, Deutschland"],"raw_orcid":"https://orcid.org/0000-0002-0335-1194","affiliations":[{"raw_affiliation_string":"Technische Hochschule Ingolstadt, Ingolstadt, Deutschland","institution_ids":["https://openalex.org/I4210106192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114128309","display_name":"Eda Parlak","orcid":null},"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":"Eda Parlak","raw_affiliation_strings":["Institute of Pathology, University of Veterinary Medicine Vienna, Wien, \u00d6sterreich"],"raw_orcid":"https://orcid.org/0000-0003-4429-9529","affiliations":[{"raw_affiliation_string":"Institute of Pathology, University of Veterinary Medicine Vienna, Wien, \u00d6sterreich","institution_ids":["https://openalex.org/I150540706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003198305","display_name":"Matti Kiupel","orcid":"https://orcid.org/0000-0003-4429-9529"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matti Kiupel","raw_affiliation_strings":["Department of Pathology and Diagnostic Investigation, Michigan State University, East Lansing, Michigan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology and Diagnostic Investigation, Michigan State University, East Lansing, Michigan, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033800956","display_name":"Christof Bertram","orcid":"https://orcid.org/0000-0002-2402-9997"},"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":"Christof A. Bertram","raw_affiliation_strings":["Technische Hochschule Ingolstadt, Ingolstadt, Deutschland"],"raw_orcid":"https://orcid.org/0000-0002-2402-9997","affiliations":[{"raw_affiliation_string":"Technische Hochschule Ingolstadt, Ingolstadt, Deutschland","institution_ids":["https://openalex.org/I4210106192"]}]},{"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 of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Deutschland"],"raw_orcid":"https://orcid.org/0000-0001-7600-5869","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Deutschland","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011041473","display_name":"Robert Klopfleisch","orcid":"https://orcid.org/0000-0002-6308-0568"},"institutions":[{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Klopfleisch","raw_affiliation_strings":["Institute of Veterinary Pathology, Freie Universit\u00e4t Berlin, Berlin, Deutschland"],"raw_orcid":"https://orcid.org/0000-0002-6308-0568","affiliations":[{"raw_affiliation_string":"Institute of Veterinary Pathology, Freie Universit\u00e4t Berlin, Berlin, Deutschland","institution_ids":["https://openalex.org/I75951250"]}]},{"author_position":"last","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":false,"raw_author_name":"Marc Aubreville","raw_affiliation_strings":["Technische Hochschule Ingolstadt, Ingolstadt, Deutschland"],"raw_orcid":"https://orcid.org/0000-0002-5294-5247","affiliations":[{"raw_affiliation_string":"Technische Hochschule Ingolstadt, Ingolstadt, Deutschland","institution_ids":["https://openalex.org/I4210106192"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5019399777"],"corresponding_institution_ids":["https://openalex.org/I4210106192"],"apc_list":null,"apc_paid":null,"fwci":0.8199,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77079199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9828000068664551,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9828000068664551,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9470000267028809,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.945900022983551,"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/scanner","display_name":"Scanner","score":0.718346893787384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4840683043003082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47483402490615845},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4613812565803528},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.444214403629303},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35806870460510254},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10917767882347107}],"concepts":[{"id":"https://openalex.org/C2779751349","wikidata":"https://www.wikidata.org/wiki/Q1474480","display_name":"Scanner","level":2,"score":0.718346893787384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4840683043003082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47483402490615845},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4613812565803528},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.444214403629303},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35806870460510254},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10917767882347107},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-44037-4_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-44037-4_41","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2072103710","https://openalex.org/W2170566684","https://openalex.org/W3135547872","https://openalex.org/W4309915768","https://openalex.org/W4386362695","https://openalex.org/W4394894527"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}