{"id":"https://openalex.org/W3164133896","doi":"https://doi.org/10.1109/isbi48211.2021.9433891","title":"An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr Scans","display_name":"An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr Scans","publication_year":2021,"publication_date":"2021-04-13","ids":{"openalex":"https://openalex.org/W3164133896","doi":"https://doi.org/10.1109/isbi48211.2021.9433891","mag":"3164133896"},"language":"en","primary_location":{"id":"doi:10.1109/isbi48211.2021.9433891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9433891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5030444489","display_name":"Michael Gadermayr","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["AT","DE"],"is_corresponding":false,"raw_author_name":"M. Gadermayr","raw_affiliation_strings":["Inst. of Imaging & Computer Vision, RWTH Aachen Univ., Aachen, Germany","Salzburg University of Applied Sciences, Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Imaging & Computer Vision, RWTH Aachen Univ., Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Salzburg University of Applied Sciences, Salzburg, Austria","institution_ids":["https://openalex.org/I4210087982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043286610","display_name":"Maximilian Tschuchnig","orcid":"https://orcid.org/0000-0002-1441-4752"},"institutions":[{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"M. Tschuchnig","raw_affiliation_strings":["Salzburg University of Applied Sciences, Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Salzburg University of Applied Sciences, Salzburg, Austria","institution_ids":["https://openalex.org/I4210087982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017349722","display_name":"Laxmi Gupta","orcid":"https://orcid.org/0000-0002-2369-3749"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"L. Gupta","raw_affiliation_strings":["Inst. of Imaging & Computer Vision, RWTH Aachen Univ., Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Imaging & Computer Vision, RWTH Aachen Univ., Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110396793","display_name":"Nils Kr\u00e4mer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"N. Kramer","raw_affiliation_strings":["Dep. of Radiology, University Hospital Aachen, RWTH Aachen Univ., Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Radiology, University Hospital Aachen, RWTH Aachen Univ., Germany","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016512818","display_name":"Daniel Truhn","orcid":"https://orcid.org/0000-0002-9605-0728"},"institutions":[{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"D. Truhn","raw_affiliation_strings":["Dep. of Radiology, University Hospital Aachen, RWTH Aachen Univ., Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Radiology, University Hospital Aachen, RWTH Aachen Univ., Germany","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064747056","display_name":"Dorit Merhof","orcid":"https://orcid.org/0000-0002-1672-2185"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"D. Merhof","raw_affiliation_strings":["Inst. of Imaging & Computer Vision, RWTH Aachen Univ., Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Imaging & Computer Vision, RWTH Aachen Univ., Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021942776","display_name":"Burkhard Gess","orcid":"https://orcid.org/0000-0002-2594-8557"},"institutions":[{"id":"https://openalex.org/I4210120689","display_name":"Universit\u00e4tsklinikum Aachen","ror":"https://ror.org/02gm5zw39","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210120689"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B. Gess","raw_affiliation_strings":["Dep. of Neurology, University Hospital Aachen, RWTH Aachen Univ., Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Neurology, University Hospital Aachen, RWTH Aachen Univ., Aachen, Germany","institution_ids":["https://openalex.org/I4210120689","https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1182","last_page":"1186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9972000122070312,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9894999861717224,"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":0.9596999883651733,"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/image-translation","display_name":"Image translation","score":0.8337694406509399},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.818263590335846},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.7200292348861694},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846876740455627},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.674053430557251},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6405375003814697},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5961238741874695},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.587624192237854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5414912104606628},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3897944390773773},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37207531929016113},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3586980700492859},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19496449828147888}],"concepts":[{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.8337694406509399},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.818263590335846},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.7200292348861694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846876740455627},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.674053430557251},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6405375003814697},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5961238741874695},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.587624192237854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5414912104606628},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3897944390773773},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37207531929016113},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3586980700492859},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19496449828147888},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi48211.2021.9433891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9433891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2745006834","https://openalex.org/W2753782517","https://openalex.org/W2768959015","https://openalex.org/W2772926238","https://openalex.org/W2780449831","https://openalex.org/W2787928077","https://openalex.org/W2891179298","https://openalex.org/W2914765210","https://openalex.org/W2962793481","https://openalex.org/W2963444790","https://openalex.org/W2963890275","https://openalex.org/W6639824700","https://openalex.org/W6745992979","https://openalex.org/W6748733227"],"related_works":["https://openalex.org/W4288069866","https://openalex.org/W4389232935","https://openalex.org/W3155045749","https://openalex.org/W2990774877","https://openalex.org/W2905311601","https://openalex.org/W3166129411","https://openalex.org/W2936127876","https://openalex.org/W4387421677","https://openalex.org/W4213477128","https://openalex.org/W2957407072"],"abstract_inverted_index":{"Adversarial":[0],"networks":[1],"using":[2],"a":[3,15,46,55],"cycle-consistency":[4,70],"loss":[5],"facilitate":[6],"unpaired":[7],"training":[8,50,60],"of":[9,42,64],"image-translation":[10],"models":[11],"and":[12,75,89],"thereby":[13],"exhibit":[14],"high":[16],"potential":[17],"in":[18,26,36,40,62],"medical":[19],"applications.":[20],"However,":[21],"the":[22,51,59,69,78,82,87,91],"fact":[23],"that":[24,77],"images":[25],"one":[27,34],"domain":[28,38],"potentially":[29],"map":[30],"to":[31,57],"more":[32],"than":[33],"image":[35],"another":[37],"(e.g.":[39],"case":[41,63],"pathological":[43],"changes)":[44],"exhibits":[45],"major":[47],"challenge":[48],"for":[49],"networks.":[52],"We":[53,72],"offer":[54],"solution":[56],"improve":[58],"process":[61],"many-to-one":[65],"mappings":[66],"by":[67],"modifying":[68],"loss.":[71],"show":[73],"formally":[74],"empirically":[76],"proposed":[79],"method":[80],"improves":[81],"performance":[83],"without":[84],"radically":[85],"changing":[86],"architecture":[88],"increasing":[90],"model":[92],"complexity.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
