{"id":"https://openalex.org/W3131055003","doi":"https://doi.org/10.1109/isbi48211.2021.9434029","title":"Contrast-Enhanced Brain MRI Synthesis With Deep Learning: Key Input Modalities and Asymptotic Performance","display_name":"Contrast-Enhanced Brain MRI Synthesis With Deep Learning: Key Input Modalities and Asymptotic Performance","publication_year":2021,"publication_date":"2021-04-13","ids":{"openalex":"https://openalex.org/W3131055003","doi":"https://doi.org/10.1109/isbi48211.2021.9434029","mag":"3131055003"},"language":"en","primary_location":{"id":"doi:10.1109/isbi48211.2021.9434029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9434029","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":"preprint","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/A5030817992","display_name":"Alexandre B\u00f4ne","orcid":"https://orcid.org/0000-0003-4442-3876"},"institutions":[{"id":"https://openalex.org/I120615911","display_name":"Guerbet (France)","ror":"https://ror.org/0504sxa76","country_code":"FR","type":"company","lineage":["https://openalex.org/I120615911"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Alexandre Bone","raw_affiliation_strings":["Guerbet Research, France"],"affiliations":[{"raw_affiliation_string":"Guerbet Research, France","institution_ids":["https://openalex.org/I120615911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030174263","display_name":"Samy Ammari","orcid":"https://orcid.org/0000-0002-1506-0714"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801843802","display_name":"Institut Gustave Roussy","ror":"https://ror.org/0321g0743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801843802"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Samy Ammari","raw_affiliation_strings":["BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France"],"affiliations":[{"raw_affiliation_string":"BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I154526488","https://openalex.org/I1294671590","https://openalex.org/I4210128565","https://openalex.org/I2738703131"]},{"raw_affiliation_string":"Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075068697","display_name":"Jean-Philippe Lamarque","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801843802","display_name":"Institut Gustave Roussy","ror":"https://ror.org/0321g0743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801843802"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Philippe Lamarque","raw_affiliation_strings":["BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France"],"affiliations":[{"raw_affiliation_string":"BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I154526488","https://openalex.org/I1294671590","https://openalex.org/I4210128565","https://openalex.org/I2738703131"]},{"raw_affiliation_string":"Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040897631","display_name":"Mickael Elhaik","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801843802","display_name":"Institut Gustave Roussy","ror":"https://ror.org/0321g0743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801843802"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mickael Elhaik","raw_affiliation_strings":["BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France"],"affiliations":[{"raw_affiliation_string":"BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I154526488","https://openalex.org/I1294671590","https://openalex.org/I4210128565","https://openalex.org/I2738703131"]},{"raw_affiliation_string":"Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062777204","display_name":"\u00c9milie Chouzenoux","orcid":"https://orcid.org/0000-0003-3631-6093"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emilie Chouzenoux","raw_affiliation_strings":["Center for Visual Computing, CentraleSupelec, Inria, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"Center for Visual Computing, CentraleSupelec, Inria, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108504513","display_name":"Fran\u00e7ois Nicolas","orcid":"https://orcid.org/0000-0003-4896-1583"},"institutions":[{"id":"https://openalex.org/I120615911","display_name":"Guerbet (France)","ror":"https://ror.org/0504sxa76","country_code":"FR","type":"company","lineage":["https://openalex.org/I120615911"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francois Nicolas","raw_affiliation_strings":["Guerbet Research, France"],"affiliations":[{"raw_affiliation_string":"Guerbet Research, France","institution_ids":["https://openalex.org/I120615911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085134628","display_name":"Philippe Robert","orcid":"https://orcid.org/0000-0001-8744-7363"},"institutions":[{"id":"https://openalex.org/I120615911","display_name":"Guerbet (France)","ror":"https://ror.org/0504sxa76","country_code":"FR","type":"company","lineage":["https://openalex.org/I120615911"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Robert","raw_affiliation_strings":["Guerbet Research, France"],"affiliations":[{"raw_affiliation_string":"Guerbet Research, France","institution_ids":["https://openalex.org/I120615911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050333038","display_name":"Corinne Balleyguier","orcid":"https://orcid.org/0000-0002-0018-8731"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801843802","display_name":"Institut Gustave Roussy","ror":"https://ror.org/0321g0743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801843802"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Corinne Balleyguier","raw_affiliation_strings":["BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France"],"affiliations":[{"raw_affiliation_string":"BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I154526488","https://openalex.org/I1294671590","https://openalex.org/I4210128565","https://openalex.org/I2738703131"]},{"raw_affiliation_string":"Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063475902","display_name":"Nathalie Lassau","orcid":"https://orcid.org/0000-0001-8068-6513"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801843802","display_name":"Institut Gustave Roussy","ror":"https://ror.org/0321g0743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801843802"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nathalie Lassau","raw_affiliation_strings":["BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France"],"affiliations":[{"raw_affiliation_string":"BioMaps (UMR1281), Universit\u00e9 Paris-Saclay, CNRS, INSERM, CEA, Orsay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I154526488","https://openalex.org/I1294671590","https://openalex.org/I4210128565","https://openalex.org/I2738703131"]},{"raw_affiliation_string":"Gustave Roussy Cancer Campus, Universit\u00e9 Paris-Saclay, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I277688954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024644493","display_name":"Marc-Michel Roh\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I120615911","display_name":"Guerbet (France)","ror":"https://ror.org/0504sxa76","country_code":"FR","type":"company","lineage":["https://openalex.org/I120615911"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc-Michel Rohe","raw_affiliation_strings":["Guerbet Research, France"],"affiliations":[{"raw_affiliation_string":"Guerbet Research, France","institution_ids":["https://openalex.org/I120615911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5030817992"],"corresponding_institution_ids":["https://openalex.org/I120615911"],"apc_list":null,"apc_paid":null,"fwci":2.7746,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.90460353,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1159","last_page":"1163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9994999766349792,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9994999766349792,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9994999766349792,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7052208781242371},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6625598073005676},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.652646005153656},{"id":"https://openalex.org/keywords/gadolinium","display_name":"Gadolinium","score":0.5495140552520752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5407107472419739},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5144441723823547},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4895666539669037},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.47342970967292786},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4619392156600952},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4154539108276367},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.36286449432373047},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3259214162826538},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30714452266693115},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21221387386322021},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12933599948883057}],"concepts":[{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7052208781242371},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6625598073005676},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.652646005153656},{"id":"https://openalex.org/C557651011","wikidata":"https://www.wikidata.org/wiki/Q1832","display_name":"Gadolinium","level":2,"score":0.5495140552520752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5407107472419739},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5144441723823547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4895666539669037},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.47342970967292786},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4619392156600952},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4154539108276367},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.36286449432373047},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3259214162826538},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30714452266693115},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21221387386322021},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12933599948883057},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi48211.2021.9434029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9434029","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":[{"score":0.4099999964237213,"display_name":"Good health and well-being","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/W1984357202","https://openalex.org/W2025009638","https://openalex.org/W2094792304","https://openalex.org/W2117340355","https://openalex.org/W2133665775","https://openalex.org/W2324561117","https://openalex.org/W2789565832","https://openalex.org/W2790606087","https://openalex.org/W2891121373","https://openalex.org/W2954985757","https://openalex.org/W2962914239","https://openalex.org/W2968446587","https://openalex.org/W3036160068","https://openalex.org/W3191349471","https://openalex.org/W4211260961"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":{"Contrast-enhanced":[0],"medical":[1,50],"images":[2,22,78],"offer":[3],"vital":[4],"insights":[5],"for":[6],"the":[7,26,46,49,59,86,130],"accurate":[8],"diagnosis,":[9],"characterization":[10],"and":[11,15,129],"treatment":[12],"of":[13,61,88,93,122],"tumors,":[14],"are":[16,37,135],"routinely":[17],"used":[18],"worldwide.":[19],"Acquiring":[20],"such":[21],"requires":[23],"to":[24],"inject":[25],"patient":[27],"intravenously":[28],"with":[29],"a":[30,53,69,89,104,117],"gadolinium-based":[31],"contrast":[32],"agent":[33],"(GBCA).":[34],"Although":[35],"GBCAs":[36],"considered":[38],"safe,":[39],"recent":[40],"concerns":[41],"about":[42],"their":[43],"accumulation":[44],"in":[45],"body":[47],"tilted":[48],"consensus":[51],"towards":[52],"more":[54],"parsimonious":[55],"usage.":[56],"Focusing":[57],"on":[58],"case":[60],"brain":[62],"magnetic":[63],"resonance":[64],"imaging,":[65],"this":[66],"paper":[67],"proposes":[68],"deep":[70],"learning":[71],"method":[72,115],"that":[73],"synthesizes":[74],"virtual":[75],"contrast-enhanced":[76],"T1":[77],"as":[79,96],"if":[80],"they":[81],"had":[82],"been":[83],"acquired":[84],"after":[85,103],"injection":[87,106],"standard":[90],"0.100mmol/kg":[91],"dose":[92],"GBCA,":[94],"taking":[95],"inputs":[97],"complementary":[98],"imaging":[99],"modalities":[100,134],"obtained":[101],"either":[102],"reduced":[105],"at":[107],"0.025mmol/kg":[108],"or":[109],"without":[110],"any":[111],"GBCA":[112],"involved.":[113],"The":[114],"achieves":[116],"competitive":[118],"structural":[119],"similarity":[120],"index":[121],"94.2%.":[123],"Its":[124],"asymptotic":[125],"performance":[126],"is":[127],"estimated,":[128],"most":[131],"important":[132],"input":[133],"identified.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
