{"id":"https://openalex.org/W4387211272","doi":"https://doi.org/10.1007/978-3-031-43907-0_73","title":"Unsupervised Domain Transfer with\u00a0Conditional Invertible Neural Networks","display_name":"Unsupervised Domain Transfer with\u00a0Conditional Invertible Neural Networks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387211272","doi":"https://doi.org/10.1007/978-3-031-43907-0_73"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43907-0_73","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-43907-0_73","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-43907-0_73.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-43907-0_73.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014296305","display_name":"Kris K. Dreher","orcid":"https://orcid.org/0000-0002-9179-9414"},"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"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kris K. Dreher","raw_affiliation_strings":["Faculty of Physics and Astronomy, Heidelberg University, Heidelberg, Germany","Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Physics and Astronomy, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022783609","display_name":"Leonardo Ayala","orcid":"https://orcid.org/0000-0002-3574-2085"},"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/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leonardo Ayala","raw_affiliation_strings":["Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","Medical Faculty, Heidelberg University, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Medical Faculty, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114086657","display_name":"Melanie Schellenberg","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/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Melanie Schellenberg","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031227200","display_name":"Marco H\u00fcbner","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/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco H\u00fcbner","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028754172","display_name":"Jan-Hinrich N\u00f6lke","orcid":"https://orcid.org/0000-0001-7600-3839"},"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan-Hinrich N\u00f6lke","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080597416","display_name":"Tim Adler","orcid":"https://orcid.org/0000-0002-3424-6629"},"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim J. Adler","raw_affiliation_strings":["Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028657555","display_name":"Silvia Seidlitz","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/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Silvia Seidlitz","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","Helmholtz Information and Data Science School for Health, Karlsruhe, Heidelberg, Germany","Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","National Center for Tumor Diseases (NCT) Heidelberg a Partnership Between DKFZ and Heidelberg University Hospital, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Helmholtz Information and Data Science School for Health, Karlsruhe, Heidelberg, Germany","institution_ids":[]},{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]},{"raw_affiliation_string":"National Center for Tumor Diseases (NCT) Heidelberg a Partnership Between DKFZ and Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210111460","https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064056688","display_name":"Jan Sellner","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/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Sellner","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","Helmholtz Information and Data Science School for Health, Karlsruhe, Heidelberg, Germany","Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Helmholtz Information and Data Science School for Health, Karlsruhe, Heidelberg, Germany","institution_ids":[]},{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047810855","display_name":"Alexander Studier\u2010Fischer","orcid":null},"institutions":[{"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/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Studier-Fischer","raw_affiliation_strings":["Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079169749","display_name":"Janek Gr\u00f6hl","orcid":"https://orcid.org/0000-0002-5332-4856"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I2801316944","display_name":"Cancer Research UK","ror":"https://ror.org/054225q67","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2801316944"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Janek Gr\u00f6hl","raw_affiliation_strings":["Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK","Department of Physics, University of Cambridge, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I2801316944","https://openalex.org/I241749"]},{"raw_affiliation_string":"Department of Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068403686","display_name":"Felix Nickel","orcid":"https://orcid.org/0000-0001-6066-8238"},"institutions":[{"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/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Nickel","raw_affiliation_strings":["Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of General, Visceral, and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110454166","display_name":"Ullrich K\u00f6the","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ullrich K\u00f6the","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080028621","display_name":"Alexander Seitel","orcid":"https://orcid.org/0000-0002-5919-9646"},"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/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Seitel","raw_affiliation_strings":["Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","National Center for Tumor Diseases (NCT) Heidelberg a Partnership Between DKFZ and Heidelberg University Hospital, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]},{"raw_affiliation_string":"National Center for Tumor Diseases (NCT) Heidelberg a Partnership Between DKFZ and Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210111460","https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023493127","display_name":"Lena Maier\u2010Hein","orcid":"https://orcid.org/0000-0003-4910-9368"},"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/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lena Maier-Hein","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","Helmholtz Information and Data Science School for Health, Karlsruhe, Heidelberg, Germany","Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","Medical Faculty, Heidelberg University, Heidelberg, Germany","National Center for Tumor Diseases (NCT) Heidelberg a Partnership Between DKFZ and Heidelberg University Hospital, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Helmholtz Information and Data Science School for Health, Karlsruhe, Heidelberg, Germany","institution_ids":[]},{"raw_affiliation_string":"Intelligent Medical Systems, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Medical Faculty, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]},{"raw_affiliation_string":"National Center for Tumor Diseases (NCT) Heidelberg a Partnership Between DKFZ and Heidelberg University Hospital, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210111460","https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5014296305"],"corresponding_institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":5.7755,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.96891892,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"770","last_page":"780"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9815999865531921,"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/computer-science","display_name":"Computer science","score":0.8527885675430298},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6426177620887756},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.52022784948349},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5024399757385254},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48774367570877075},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4752735197544098},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45428845286369324},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4439052641391754},{"id":"https://openalex.org/keywords/invertible-matrix","display_name":"Invertible matrix","score":0.4238867163658142},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38554930686950684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8527885675430298},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6426177620887756},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.52022784948349},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5024399757385254},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48774367570877075},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4752735197544098},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45428845286369324},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4439052641391754},{"id":"https://openalex.org/C96442724","wikidata":"https://www.wikidata.org/wiki/Q242188","display_name":"Invertible matrix","level":2,"score":0.4238867163658142},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38554930686950684},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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:10.1007/978-3-031-43907-0_73","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-43907-0_73","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-43907-0_73.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-43907-0_73","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-43907-0_73","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-43907-0_73.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1560739324","display_name":"Neural Spectral Image Decoding","funder_award_id":"101002198","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4956428346","display_name":null,"funder_award_id":"Horizon 2020 research and innovatio","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387211272.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2171221778","https://openalex.org/W2593414223","https://openalex.org/W2753387864","https://openalex.org/W2767657961","https://openalex.org/W2886281300","https://openalex.org/W2920828134","https://openalex.org/W2962793481","https://openalex.org/W2998689703","https://openalex.org/W3014974815","https://openalex.org/W3016505311","https://openalex.org/W3035370595","https://openalex.org/W3097635969","https://openalex.org/W3106396234","https://openalex.org/W3112701542","https://openalex.org/W3129087662","https://openalex.org/W3135924198","https://openalex.org/W3160092556","https://openalex.org/W3216085940","https://openalex.org/W4226057471","https://openalex.org/W4226204154","https://openalex.org/W4254902779","https://openalex.org/W4296520581","https://openalex.org/W4320086217","https://openalex.org/W4323921292","https://openalex.org/W6600254619","https://openalex.org/W6674960563","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4251428025","https://openalex.org/W4289867043","https://openalex.org/W2784467519","https://openalex.org/W2366459771","https://openalex.org/W1973736094","https://openalex.org/W2963453621","https://openalex.org/W2350707375","https://openalex.org/W2377881809","https://openalex.org/W3093339210","https://openalex.org/W3015037427"],"abstract_inverted_index":{"Abstract":[0],"Synthetic":[1],"medical":[2],"image":[3],"generation":[4,149,183],"has":[5,44],"evolved":[6],"as":[7,175],"a":[8,80,92],"key":[9],"technique":[10],"for":[11,179],"neural":[12,88],"network":[13,106],"training":[14,64,107],"and":[15,28,41,105,137,154,167,190],"validation.":[16],"A":[17],"core":[18],"challenge,":[19],"however,":[20],"remains":[21],"in":[22,49,56,184],"the":[23,50,148,156,159,185],"domain":[24,34,81,170],"gap":[25],"between":[26],"simulations":[27],"real":[29],"data.":[30],"While":[31],"deep":[32],"learning-based":[33],"transfer":[35,82,171],"using":[36],"Cycle":[37],"Generative":[38],"Adversarial":[39],"Networks":[40],"similar":[42],"architectures":[43],"led":[45],"to":[46,62,125,142],"substantial":[47],"progress":[48],"field,":[51],"there":[52],"are":[53],"use":[54],"cases":[55],"which":[57],"state-of-the-art":[58],"approaches":[59],"still":[60],"fail":[61],"generate":[63],"images":[65],"that":[66],"produce":[67],"convincing":[68],"results":[69],"on":[70,85,161],"relevant":[71],"downstream":[72,163],"tasks.":[73],"Here,":[74],"we":[75,122],"address":[76],"this":[77],"issue":[78],"with":[79,112],"approach":[83],"based":[84],"conditional":[86],"invertible":[87,103],"networks":[89],"(cINNs).":[90],"As":[91],"particular":[93],"advantage,":[94],"our":[95,118,145],"method":[96,146,178],"inherently":[97],"guarantees":[98],"cycle":[99],"consistency":[100],"through":[101],"its":[102],"architecture,":[104],"can":[108],"efficiently":[109],"be":[110],"conducted":[111],"maximum":[113],"likelihood":[114],"training.":[115],"To":[116],"showcase":[117],"method\u2019s":[119],"generic":[120],"applicability,":[121],"apply":[123],"it":[124],"two":[126,162],"spectral":[127,152,188],"imaging":[128,135,189],"modalities":[129],"at":[130,196],"different":[131],"scales,":[132],"namely":[133],"hyperspectral":[134],"(pixel-level)":[136],"photoacoustic":[138],"tomography":[139],"(image-level).":[140],"According":[141],"comprehensive":[143],"experiments,":[144],"enables":[147],"of":[150,158,187],"realistic":[151,180],"data":[153,182],"outperforms":[155],"state":[157],"art":[160],"classification":[164],"tasks":[165],"(binary":[166],"multi-class).":[168],"cINN-based":[169],"could":[172],"thus":[173],"evolve":[174],"an":[176],"important":[177],"synthetic":[181],"field":[186],"beyond.":[191],"The":[192],"code":[193],"is":[194],"available":[195],"https://github.com/IMSY-DKFZ/UDT-cINN":[197],".":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
