{"id":"https://openalex.org/W7164732351","doi":"https://doi.org/10.1007/978-3-032-16271-7_5","title":"Transfer Learning for Multimodal Whole Heart Segmentation Supported by Intensity Transformations","display_name":"Transfer Learning for Multimodal Whole Heart Segmentation Supported by Intensity Transformations","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7164732351","doi":"https://doi.org/10.1007/978-3-032-16271-7_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-16271-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16271-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5067205640","display_name":"Johanna Brosig","orcid":null},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Johanna Brosig","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany"],"raw_orcid":"https://orcid.org/0009-0003-4212-647X","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"raw_affiliation_string":"Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany","institution_ids":["https://openalex.org/I4210137873"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116884177","display_name":"Lisa Bautz","orcid":null},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lisa Bautz","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany"],"raw_orcid":"https://orcid.org/0009-0007-2236-8294","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"raw_affiliation_string":"Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany","institution_ids":["https://openalex.org/I4210137873"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010798457","display_name":"I. V. Khasyanova","orcid":"https://orcid.org/0000-0002-5839-8504"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Inna Khasyanova","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5839-8504","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068369817","display_name":"Lars Walczak","orcid":"https://orcid.org/0000-0001-6124-0671"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Walczak","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6124-0671","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"raw_affiliation_string":"Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany","institution_ids":["https://openalex.org/I4210137873"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024674943","display_name":"Simon S\u00fcndermann","orcid":"https://orcid.org/0000-0003-4927-1584"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I4210127591","display_name":"German Centre for Cardiovascular Research","ror":"https://ror.org/031t5w623","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127591","https://openalex.org/I4405256427"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon S\u00fcndermann","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","DZHK (German Center for Cardiovascular Research), Berlin, Germany","Department of Cardiothoracic and Vascular Surgery, Deutsches Herzzentrum der Charit\u00e9 (DHZC), Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4927-1584","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"DZHK (German Center for Cardiovascular Research), Berlin, Germany","institution_ids":["https://openalex.org/I4210127591"]},{"raw_affiliation_string":"Department of Cardiothoracic and Vascular Surgery, Deutsches Herzzentrum der Charit\u00e9 (DHZC), Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015390174","display_name":"J\u00f6rg Kempfert","orcid":"https://orcid.org/0000-0002-2009-6375"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I4210127591","display_name":"German Centre for Cardiovascular Research","ror":"https://ror.org/031t5w623","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127591","https://openalex.org/I4405256427"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Kempfert","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","DZHK (German Center for Cardiovascular Research), Berlin, Germany","Department of Cardiothoracic and Vascular Surgery, Deutsches Herzzentrum der Charit\u00e9 (DHZC), Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2009-6375","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"DZHK (German Center for Cardiovascular Research), Berlin, Germany","institution_ids":["https://openalex.org/I4210127591"]},{"raw_affiliation_string":"Department of Cardiothoracic and Vascular Surgery, Deutsches Herzzentrum der Charit\u00e9 (DHZC), Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027026850","display_name":"Titus K\u00fchne","orcid":"https://orcid.org/0000-0003-1631-4824"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I4210127591","display_name":"German Centre for Cardiovascular Research","ror":"https://ror.org/031t5w623","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127591","https://openalex.org/I4405256427"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Titus K\u00fchne","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","DZHK (German Center for Cardiovascular Research), Berlin, Germany","Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1631-4824","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"DZHK (German Center for Cardiovascular Research), Berlin, Germany","institution_ids":["https://openalex.org/I4210127591"]},{"raw_affiliation_string":"Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022352857","display_name":"Anja Hennemuth","orcid":"https://orcid.org/0000-0002-0737-7375"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]},{"id":"https://openalex.org/I4210127591","display_name":"German Centre for Cardiovascular Research","ror":"https://ror.org/031t5w623","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127591","https://openalex.org/I4405256427"]},{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anja Hennemuth","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","DZHK (German Center for Cardiovascular Research), Berlin, Germany","Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0737-7375","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"DZHK (German Center for Cardiovascular Research), Berlin, Germany","institution_ids":["https://openalex.org/I4210127591"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I4210108711","https://openalex.org/I159176309"]},{"raw_affiliation_string":"Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"raw_affiliation_string":"Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany","institution_ids":["https://openalex.org/I4210137873"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045393301","display_name":"Markus H\u00fcllebrand","orcid":"https://orcid.org/0000-0003-4948-0917"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4210105663","display_name":"Deutsches Herzzentrum der Charit\u00e9","ror":"https://ror.org/01mmady97","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I4210127591","display_name":"German Centre for Cardiovascular Research","ror":"https://ror.org/031t5w623","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127591","https://openalex.org/I4405256427"]},{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]},{"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"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus H\u00fcllebrand","raw_affiliation_strings":["Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","DZHK (German Center for Cardiovascular Research), Berlin, Germany","Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4948-0917","affiliations":[{"raw_affiliation_string":"Charit\u00e9 \u2013 Universit\u00e4tsmedizin Berlin, corporate member of Freie Universit\u00e4t Berlin and Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248","https://openalex.org/I7877124","https://openalex.org/I75951250"]},{"raw_affiliation_string":"DZHK (German Center for Cardiovascular Research), Berlin, Germany","institution_ids":["https://openalex.org/I4210127591"]},{"raw_affiliation_string":"Deutsches Herzzentrum der Charit\u00e9, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany","institution_ids":["https://openalex.org/I4210105663","https://openalex.org/I7877124"]},{"raw_affiliation_string":"Fraunhofer Institute for Digital Medicine MEVIS, Berlin, Germany","institution_ids":["https://openalex.org/I4210137873"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5067205640"],"corresponding_institution_ids":["https://openalex.org/I39343248","https://openalex.org/I4210105663","https://openalex.org/I4210137873","https://openalex.org/I75951250","https://openalex.org/I7877124"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95589787,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.19380000233650208,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.19380000233650208,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.17080000042915344,"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":0.0658000037074089,"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/segmentation","display_name":"Segmentation","score":0.620199978351593},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5817999839782715},{"id":"https://openalex.org/keywords/intensity","display_name":"Intensity (physics)","score":0.45080000162124634},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4350000023841858},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42100000381469727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8442000150680542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6517000198364258},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.620199978351593},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5817999839782715},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5310999751091003},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.45080000162124634},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4350000023841858},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42100000381469727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.414000004529953},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.28450000286102295}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-16271-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16271-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2082718270","https://openalex.org/W2291593693","https://openalex.org/W2804047627","https://openalex.org/W2966333895","https://openalex.org/W2995848654","https://openalex.org/W3009563704","https://openalex.org/W3014974815","https://openalex.org/W3089863962","https://openalex.org/W3096243711","https://openalex.org/W4221163766","https://openalex.org/W4291238401","https://openalex.org/W4383215554","https://openalex.org/W4385813883","https://openalex.org/W4393678802"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2026-06-15T00:00:00"}