{"id":"https://openalex.org/W4391935008","doi":"https://doi.org/10.1007/978-3-658-44037-4_47","title":"Abstract: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning","display_name":"Abstract: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391935008","doi":"https://doi.org/10.1007/978-3-658-44037-4_47"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-44037-4_47","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-658-44037-4_47","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-658-44037-4_47.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-658-44037-4_47.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062109654","display_name":"Maximilian Fischer","orcid":"https://orcid.org/0009-0001-8305-6370"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I4210151100","display_name":"DKFZ-ZMBH Alliance","ror":"https://ror.org/05x8b4491","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I4210151100"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Maximilian Fischer","raw_affiliation_strings":["Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086949103","display_name":"Peter Neher","orcid":"https://orcid.org/0000-0002-5285-7554"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I4210151100","display_name":"DKFZ-ZMBH Alliance","ror":"https://ror.org/05x8b4491","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I4210151100"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Neher","raw_affiliation_strings":["Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029617163","display_name":"Peter J. Sch\u00fcffler","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Sch\u00fcffler","raw_affiliation_strings":["Technical University of Munich, TUM School of Medicine and Health, Institute of Pathology, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, TUM School of Medicine and Health, Institute of Pathology, M\u00fcnchen, Deutschland","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018906865","display_name":"Shuhan Xiao","orcid":"https://orcid.org/0000-0001-5397-814X"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I4210151100","display_name":"DKFZ-ZMBH Alliance","ror":"https://ror.org/05x8b4491","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I4210151100"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shuhan Xiao","raw_affiliation_strings":["Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011251940","display_name":"S\u00edlvia D. Almeida","orcid":"https://orcid.org/0000-0002-4133-1194"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I4210151100","display_name":"DKFZ-ZMBH Alliance","ror":"https://ror.org/05x8b4491","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I4210151100"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Silvia Dias Almeida","raw_affiliation_strings":["Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052032756","display_name":"Constantin Ulrich","orcid":null},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I4210151100","display_name":"DKFZ-ZMBH Alliance","ror":"https://ror.org/05x8b4491","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I4210151100"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Constantin Ulrich","raw_affiliation_strings":["Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067504399","display_name":"Alexander Muckenhuber","orcid":"https://orcid.org/0000-0002-0414-1797"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Muckenhuber","raw_affiliation_strings":["Technical University of Munich, TUM School of Medicine and Health, Institute of Pathology, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, TUM School of Medicine and Health, Institute of Pathology, M\u00fcnchen, Deutschland","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007748020","display_name":"Rickmer Braren","orcid":"https://orcid.org/0000-0001-6039-6957"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rickmer Braren","raw_affiliation_strings":["Technical University of Munich, Department of Diagnostic and Interventional Radiology, Faculty of Medicine, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Department of Diagnostic and Interventional Radiology, Faculty of Medicine, M\u00fcnchen, Deutschland","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110148964","display_name":"Michael Goetz","orcid":"https://orcid.org/0000-0003-0984-224X"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I4210151100","display_name":"DKFZ-ZMBH Alliance","ror":"https://ror.org/05x8b4491","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I4210151100"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael G\u00f6tz","raw_affiliation_strings":["Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017161970","display_name":"Jens Kleesiek","orcid":"https://orcid.org/0000-0001-8686-0682"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jens Kleesiek","raw_affiliation_strings":["University Medicine Essen, Institute for AI in Medicine (IKIM), Essen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Medicine Essen, Institute for AI in Medicine (IKIM), Essen, Deutschland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001989103","display_name":"Marco Nolden","orcid":"https://orcid.org/0000-0001-9629-0564"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I4210151100","display_name":"DKFZ-ZMBH Alliance","ror":"https://ror.org/05x8b4491","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I4210151100"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Nolden","raw_affiliation_strings":["Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I17937529"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027292126","display_name":"Klaus Maier\u2010Hein","orcid":"https://orcid.org/0000-0002-6626-2463"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210151100","display_name":"DKFZ-ZMBH Alliance","ror":"https://ror.org/05x8b4491","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I4210151100"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus Maier-Hein","raw_affiliation_strings":["Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","Medical Image Computing, E230, Deutsches Krebsforschungszentrum  (DKFZ), Heidelberg, Baden-W\u00fcrttemberg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Div. of Medical Image Compting, Deutsches Krebsforschungszentrum, Heidelberg, Deutschland","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I17937529"]},{"raw_affiliation_string":"Medical Image Computing, E230, Deutsches Krebsforschungszentrum  (DKFZ), Heidelberg, Baden-W\u00fcrttemberg, Deutschland","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I4210151100","https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5062109654"],"corresponding_institution_ids":["https://openalex.org/I17937529","https://openalex.org/I4210151100"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05113251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"158","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9979000091552734,"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":0.9979000091552734,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9819999933242798,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9799000024795532,"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/fidelity","display_name":"Fidelity","score":0.5642518401145935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5081460475921631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4961467683315277},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3409386873245239}],"concepts":[{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5642518401145935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5081460475921631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4961467683315277},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3409386873245239},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-44037-4_47","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-658-44037-4_47","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-658-44037-4_47.pdf","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":{"id":"doi:10.1007/978-3-658-44037-4_47","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-658-44037-4_47","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-658-44037-4_47.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391935008.pdf"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W4387640406"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W2586801360","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}