{"id":"https://openalex.org/W3134407809","doi":"https://doi.org/10.1007/978-3-658-33198-6_35","title":"Reduction of Stain Variability in Bone Marrow Microscopy Images","display_name":"Reduction of Stain Variability in Bone Marrow Microscopy Images","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3134407809","doi":"https://doi.org/10.1007/978-3-658-33198-6_35","mag":"3134407809"},"language":"de","primary_location":{"id":"doi:10.1007/978-3-658-33198-6_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-33198-6_35","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/A5033693993","display_name":"Philipp Gr\u00e4bel","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Philipp Gr\u00e4bel","raw_affiliation_strings":["Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, Deutschland","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090648381","display_name":"Martina Crysandt","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martina Crysandt","raw_affiliation_strings":["Department of Hematology, Oncology, Hemostaseology and Stem Cell, Transplantation, University Hospital RWTH Aachen University, Aachen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of Hematology, Oncology, Hemostaseology and Stem Cell, Transplantation, University Hospital RWTH Aachen University, Aachen, Deutschland","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052166914","display_name":"Reinhild Herwartz","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reinhild Herwartz","raw_affiliation_strings":["Department of Hematology, Oncology, Hemostaseology and Stem Cell, Transplantation, University Hospital RWTH Aachen University, Aachen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of Hematology, Oncology, Hemostaseology and Stem Cell, Transplantation, University Hospital RWTH Aachen University, Aachen, Deutschland","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104045857","display_name":"Melanie Baumann","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Melanie Baumann","raw_affiliation_strings":["Department of Hematology, Oncology, Hemostaseology and Stem Cell, Transplantation, University Hospital RWTH Aachen University, Aachen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of Hematology, Oncology, Hemostaseology and Stem Cell, Transplantation, University Hospital RWTH Aachen University, Aachen, Deutschland","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068465621","display_name":"Barbara M. Klinkhammer","orcid":"https://orcid.org/0000-0002-1566-7129"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Barbara M. Klinkhammer","raw_affiliation_strings":["Institute of Pathology, University Hospital RWTH Aachen University, Aachen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital RWTH Aachen University, Aachen, Deutschland","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049305761","display_name":"Peter Boor","orcid":"https://orcid.org/0000-0001-9921-4284"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Boor","raw_affiliation_strings":["Institute of Pathology, University Hospital RWTH Aachen University, Aachen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital RWTH Aachen University, Aachen, Deutschland","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024657373","display_name":"Tim H. Br\u00fcmmendorf","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim H. Br\u00fcmmendorf","raw_affiliation_strings":["Department of Hematology, Oncology, Hemostaseology and Stem Cell, Transplantation, University Hospital RWTH Aachen University, Aachen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of Hematology, Oncology, Hemostaseology and Stem Cell, Transplantation, University Hospital RWTH Aachen University, Aachen, Deutschland","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064747056","display_name":"Dorit Merhof","orcid":"https://orcid.org/0000-0002-1672-2185"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dorit Merhof","raw_affiliation_strings":["Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, Deutschland","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5033693993"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04829065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998999834060669,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998999834060669,"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/T10862","display_name":"AI in cancer detection","score":0.9914000034332275,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.972599983215332,"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/stain","display_name":"Stain","score":0.7330142259597778},{"id":"https://openalex.org/keywords/bone-marrow","display_name":"Bone marrow","score":0.5834001302719116},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.5245837569236755},{"id":"https://openalex.org/keywords/staining","display_name":"Staining","score":0.5174358487129211},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.48058271408081055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4761904776096344},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.4712940752506256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4700286090373993},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3909880518913269},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.38324472308158875},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23761290311813354}],"concepts":[{"id":"https://openalex.org/C2781294515","wikidata":"https://www.wikidata.org/wiki/Q2733470","display_name":"Stain","level":3,"score":0.7330142259597778},{"id":"https://openalex.org/C2780007613","wikidata":"https://www.wikidata.org/wiki/Q546523","display_name":"Bone marrow","level":2,"score":0.5834001302719116},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5245837569236755},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.5174358487129211},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.48058271408081055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4761904776096344},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.4712940752506256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4700286090373993},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3909880518913269},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.38324472308158875},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23761290311813354},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-658-33198-6_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-33198-6_35","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"},{"id":"pmh:oai:publications.rwth-aachen.de:848171","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/record/848171","pdf_url":null,"source":{"id":"https://openalex.org/S4306401033","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bildverarbeitung f\u00fcr die Medizin 2021 : Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021 / Christoph Palm, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Thomas Tolxdorff (Hrsg.)<br/>German Workshop on Medical Image Computing, BVM 2021, online, 2021-03-07 - 2021-03-09","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W151895561","https://openalex.org/W1599786999","https://openalex.org/W1901129140","https://openalex.org/W2129112648","https://openalex.org/W2132162500","https://openalex.org/W2963446712","https://openalex.org/W2969278648"],"related_works":["https://openalex.org/W1705932695","https://openalex.org/W90289501","https://openalex.org/W2040366372","https://openalex.org/W2043390473","https://openalex.org/W2336199709","https://openalex.org/W2362126043","https://openalex.org/W2352791572","https://openalex.org/W2097952607","https://openalex.org/W3037752552","https://openalex.org/W4238468897"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
