{"id":"https://openalex.org/W4379619631","doi":"https://doi.org/10.1109/tmi.2023.3283948","title":"Spatial-Intensity Transforms for Medical Image-to-Image Translation","display_name":"Spatial-Intensity Transforms for Medical Image-to-Image Translation","publication_year":2023,"publication_date":"2023-06-07","ids":{"openalex":"https://openalex.org/W4379619631","doi":"https://doi.org/10.1109/tmi.2023.3283948","pmid":"https://pubmed.ncbi.nlm.nih.gov/37285247"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2023.3283948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2023.3283948","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/10299534/10145414.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/42/10299534/10145414.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039022835","display_name":"Clinton Wang","orcid":"https://orcid.org/0000-0002-0342-4410"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clinton J. Wang","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0342-4410","affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107832361","display_name":"Natalia S. Rost","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Natalia S. Rost","raw_affiliation_strings":["Department of Neurology, Massachusetts General Hospital, HMS, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Massachusetts General Hospital, HMS, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081763875","display_name":"Polina Golland","orcid":"https://orcid.org/0000-0003-2516-731X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polina Golland","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5566,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85120102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"42","issue":"11","first_page":"3362","last_page":"3373"},"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":0.9948999881744385,"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":0.9948999881744385,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9668999910354614,"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":0.750456690788269},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.690908670425415},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6493760347366333},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.4772598445415497},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.47503048181533813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46895331144332886},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.4411763846874237},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.4396759271621704},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.43101412057876587},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41191136837005615},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38258805871009827},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3325474262237549}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.750456690788269},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.690908670425415},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6493760347366333},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.4772598445415497},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.47503048181533813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46895331144332886},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.4411763846874237},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.4396759271621704},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.43101412057876587},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41191136837005615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38258805871009827},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3325474262237549},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2023.3283948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2023.3283948","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/10299534/10145414.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:37285247","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37285247","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10651358","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10651358","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10651358/pdf/nihms-1940869.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/tmi.2023.3283948","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2023.3283948","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/10299534/10145414.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G101103092","display_name":null,"funder_award_id":"U19NS115388","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G1131972899","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1336222015","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1352037432","display_name":null,"funder_award_id":"U19NS115388","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1905623792","display_name":null,"funder_award_id":"P41EB015902","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G29951154","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G337388051","display_name":null,"funder_award_id":"R01 NS086905","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G4558216502","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5389965057","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G5476232457","display_name":null,"funder_award_id":"U19 NS115388","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G5648390987","display_name":null,"funder_award_id":"R01NS086905","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5859743844","display_name":null,"funder_award_id":"P41EB015902","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6533576634","display_name":null,"funder_award_id":"U19 AG024904","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G7404818899","display_name":null,"funder_award_id":"R01NS086905","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G854044502","display_name":null,"funder_award_id":"P41 EB015902","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G8940068167","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G920654007","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"}],"funders":[{"id":"https://openalex.org/F4320309697","display_name":"Alzheimer's Disease Neuroimaging Initiative","ror":"https://ror.org/01j20wc74"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379619631.pdf","grobid_xml":"https://content.openalex.org/works/W4379619631.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W764651262","https://openalex.org/W1579576867","https://openalex.org/W1677182931","https://openalex.org/W1970928383","https://openalex.org/W2007153649","https://openalex.org/W2108598243","https://openalex.org/W2113576511","https://openalex.org/W2133665775","https://openalex.org/W2155298532","https://openalex.org/W2165348824","https://openalex.org/W2170167891","https://openalex.org/W2326925005","https://openalex.org/W2491337109","https://openalex.org/W2523352299","https://openalex.org/W2565639579","https://openalex.org/W2592232824","https://openalex.org/W2603777577","https://openalex.org/W2617128058","https://openalex.org/W2745006834","https://openalex.org/W2747301517","https://openalex.org/W2753461941","https://openalex.org/W2778924750","https://openalex.org/W2787740020","https://openalex.org/W2791621240","https://openalex.org/W2887746098","https://openalex.org/W2891177516","https://openalex.org/W2942415903","https://openalex.org/W2951984970","https://openalex.org/W2962736273","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963767194","https://openalex.org/W2963869863","https://openalex.org/W2964250774","https://openalex.org/W2964297772","https://openalex.org/W2965946035","https://openalex.org/W2979357720","https://openalex.org/W2991302305","https://openalex.org/W2994435742","https://openalex.org/W3007268491","https://openalex.org/W3009439636","https://openalex.org/W3012472557","https://openalex.org/W3035574324","https://openalex.org/W3036167779","https://openalex.org/W3038656636","https://openalex.org/W3043547428","https://openalex.org/W3089691176","https://openalex.org/W3090288873","https://openalex.org/W3095662757","https://openalex.org/W3098269293","https://openalex.org/W3101406715","https://openalex.org/W3111857857","https://openalex.org/W3211573487","https://openalex.org/W4241074797","https://openalex.org/W4289106821","https://openalex.org/W4295521014","https://openalex.org/W4301206121","https://openalex.org/W4320013936","https://openalex.org/W6729966448","https://openalex.org/W6735913928","https://openalex.org/W6745718552","https://openalex.org/W6747491877","https://openalex.org/W6752753668","https://openalex.org/W6757093574","https://openalex.org/W6764350350","https://openalex.org/W6765779288","https://openalex.org/W6766813037","https://openalex.org/W6767395851","https://openalex.org/W6771275388","https://openalex.org/W6771757570","https://openalex.org/W6774678988","https://openalex.org/W6779823529","https://openalex.org/W6779853565","https://openalex.org/W6803356969"],"related_works":["https://openalex.org/W3109545856","https://openalex.org/W4288069866","https://openalex.org/W4389232935","https://openalex.org/W4323644272","https://openalex.org/W2936127876","https://openalex.org/W4387421677","https://openalex.org/W4213477128","https://openalex.org/W2806541789","https://openalex.org/W2957407072","https://openalex.org/W4312511225"],"abstract_inverted_index":{"Image-to-image":[0],"translation":[1,223],"has":[2],"seen":[3],"major":[4],"advances":[5],"in":[6,120,135,150],"computer":[7],"vision":[8],"but":[9],"can":[10],"be":[11],"difficult":[12],"to":[13,15,38,53,81,95,115,224],"apply":[14],"medical":[16],"images,":[17],"where":[18],"imaging":[19],"artifacts":[20],"and":[21,77,90,106,142,147,184,193,206,213],"data":[22],"scarcity":[23],"degrade":[24],"the":[25,34,46,51,117,158,175],"performance":[26],"of":[27,104,122,140,154],"conditional":[28,197],"generative":[29,198],"adversarial":[30],"networks.":[31],"We":[32,125],"develop":[33],"spatial-intensity":[35],"transform":[36,57],"(SIT)":[37],"improve":[39],"output":[40],"image":[41,88],"quality":[42],"while":[43],"closely":[44],"matching":[45],"target":[47],"domain.":[48],"SIT":[49,64,99,127],"constrains":[50],"generator":[52],"a":[54,66,101,211],"smooth":[55],"spatial":[56],"(diffeomorphism)":[58],"composed":[59],"with":[60,137,145],"sparse":[61],"intensity":[62],"changes.":[63],"is":[65,72,220,229],"lightweight,":[67],"modular":[68],"network":[69],"component":[70],"that":[71],"effective":[73],"on":[74,128,171],"various":[75,138],"architectures":[76],"training":[78,170],"schemes.":[79],"Relative":[80],"unconstrained":[82],"baselines,":[83],"this":[84],"technique":[85,215],"significantly":[86],"improves":[87],"fidelity,":[89],"our":[91,161,208],"models":[92,199],"generalize":[93],"robustly":[94],"different":[96],"scanners.":[97],"Additionally,":[98],"provides":[100],"disentangled":[102],"view":[103],"anatomical":[105],"textural":[107],"changes":[108,144],"for":[109,204,216,222],"each":[110],"translation,":[111],"making":[112],"it":[113,178],"easier":[114],"interpret":[116],"model's":[118],"predictions":[119],"terms":[121],"physiological":[123],"phenomena.":[124],"demonstrate":[126],"two":[129],"tasks:":[130],"predicting":[131],"longitudinal":[132],"brain":[133,152,165],"MRIs":[134],"patients":[136],"stages":[139],"neurodegeneration,":[141],"visualizing":[143],"age":[146],"stroke":[148,155,194],"severity":[149],"clinical":[151,225],"scans":[153],"patients.":[156],"On":[157,174],"first":[159],"task,":[160,177],"model":[162],"accurately":[163],"forecasts":[164],"aging":[166],"trajectories":[167],"without":[168],"supervised":[169],"paired":[172],"scans.":[173],"second":[176],"captures":[179],"associations":[180],"between":[181,189],"ventricle":[182],"expansion":[183],"aging,":[185],"as":[186,188],"well":[187],"white":[190],"matter":[191],"hyperintensities":[192],"severity.":[195],"As":[196],"become":[200],"increasingly":[201],"versatile":[202],"tools":[203],"visualization":[205],"forecasting,":[207],"approach":[209],"demonstrates":[210],"simple":[212],"powerful":[214],"improving":[217],"robustness,":[218],"which":[219],"critical":[221],"settings.":[226],"Source":[227],"code":[228],"available":[230],"at":[231],"github.com/clintonjwang/spatial-intensity-transforms.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}
