{"id":"https://openalex.org/W2884776542","doi":"https://doi.org/10.1007/978-3-030-00946-5_8","title":"Domain Adaptation for Deviating Acquisition Protocols in CNN-Based Lesion Classification on Diffusion-Weighted MR Images","display_name":"Domain Adaptation for Deviating Acquisition Protocols in CNN-Based Lesion Classification on Diffusion-Weighted MR Images","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2884776542","doi":"https://doi.org/10.1007/978-3-030-00946-5_8","mag":"2884776542"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00946-5_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00946-5_8","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/A5037583451","display_name":"Jennifer Kamphenkel","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/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"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jennifer Kamphenkel","raw_affiliation_strings":["Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing, 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/A5012942347","display_name":"Paul F. J\u00e4ger","orcid":"https://orcid.org/0000-0002-6243-2568"},"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":"Paul F. J\u00e4ger","raw_affiliation_strings":["Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing, 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/A5031718687","display_name":"Sebastian Bickelhaupt","orcid":"https://orcid.org/0000-0003-1043-4462"},"institutions":[{"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"]},{"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":"Sebastian Bickelhaupt","raw_affiliation_strings":["Department of Radiology, DKFZ, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, DKFZ, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008645118","display_name":"Frederik B. Laun","orcid":"https://orcid.org/0000-0002-9269-5609"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]},{"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":"Frederik Bernd Laun","raw_affiliation_strings":["Department of Radiology, DKFZ, Heidelberg, Germany","Institute of Radiology, University Hospital Erlangen, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, DKFZ, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Institute of Radiology, University Hospital Erlangen, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083944540","display_name":"Wolfgang Lederer","orcid":"https://orcid.org/0000-0002-8486-1988"},"institutions":[{"id":"https://openalex.org/I4210146992","display_name":"Atos (Germany)","ror":"https://ror.org/0521fzc39","country_code":"DE","type":"company","lineage":["https://openalex.org/I170138621","https://openalex.org/I4210146992"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang Lederer","raw_affiliation_strings":["Radiological Practice at the ATOS Clinic, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Radiological Practice at the ATOS Clinic, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210146992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019178284","display_name":"Daniel Heidi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heidi Daniel","raw_affiliation_strings":["Radiology Center Mannheim (RZM), Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"Radiology Center Mannheim (RZM), Mannheim, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075438368","display_name":"Tristan Anselm Kuder","orcid":"https://orcid.org/0000-0001-6439-8124"},"institutions":[{"id":"https://openalex.org/I4210100820","display_name":"Heidelberger Institut f\u00fcr Radioonkologie","ror":"https://ror.org/015wgw417","country_code":"DE","type":"other","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I2802164966","https://openalex.org/I4210100820"]},{"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":"Tristan Anselm Kuder","raw_affiliation_strings":["Medical Physics in Radiology, DKFZ, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Medical Physics in Radiology, DKFZ, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210100820","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051687770","display_name":"Stefan Delorme","orcid":"https://orcid.org/0000-0002-1000-2582"},"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/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":"Stefan Delorme","raw_affiliation_strings":["Department of Radiology, DKFZ, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, DKFZ, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005295293","display_name":"Heinz\u2010Peter Schlemmer","orcid":"https://orcid.org/0000-0002-9291-0954"},"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/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":"Heinz-Peter Schlemmer","raw_affiliation_strings":["Department of Radiology, DKFZ, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, DKFZ, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017310497","display_name":"Franziska K\u00f6nig","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/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":"Franziska K\u00f6nig","raw_affiliation_strings":["Department of Radiology, DKFZ, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, DKFZ, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210151100","https://openalex.org/I223822909"]}]},{"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/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus H. Maier-Hein","raw_affiliation_strings":["Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5037583451"],"corresponding_institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.2433,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83223504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11885","display_name":"MRI in cancer diagnosis","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.8855746984481812},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.7137042880058289},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6971137523651123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6110778450965881},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5895649790763855},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.538587212562561},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5106549859046936},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49020081758499146},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.48824194073677063},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44708895683288574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3453359603881836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8855746984481812},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.7137042880058289},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6971137523651123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6110778450965881},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5895649790763855},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.538587212562561},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5106549859046936},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49020081758499146},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.48824194073677063},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44708895683288574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3453359603881836},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-00946-5_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00946-5_8","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":[{"display_name":"Good health and well-being","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1959608418","https://openalex.org/W1996941715","https://openalex.org/W2010938273","https://openalex.org/W2060711149","https://openalex.org/W2103147032","https://openalex.org/W2116823839","https://openalex.org/W2148564004","https://openalex.org/W2290344319","https://openalex.org/W2502805798","https://openalex.org/W2567079332","https://openalex.org/W2733831821","https://openalex.org/W2788332049","https://openalex.org/W2962897886","https://openalex.org/W2963073614","https://openalex.org/W3106401739"],"related_works":["https://openalex.org/W4287776258","https://openalex.org/W3027997911","https://openalex.org/W4376166954","https://openalex.org/W2767651786","https://openalex.org/W3021430260","https://openalex.org/W2912288872","https://openalex.org/W564581980","https://openalex.org/W2152148513","https://openalex.org/W4281397339","https://openalex.org/W4312910505"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}