{"id":"https://openalex.org/W4297793644","doi":"https://doi.org/10.48550/arxiv.2209.04275","title":"Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis","display_name":"Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis","publication_year":2022,"publication_date":"2022-09-09","ids":{"openalex":"https://openalex.org/W4297793644","doi":"https://doi.org/10.48550/arxiv.2209.04275"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2209.04275","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.04275","pdf_url":"https://arxiv.org/pdf/2209.04275","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2209.04275","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064542601","display_name":"Jueqi Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wang, Jueqi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008608843","display_name":"Derek Berger","orcid":"https://orcid.org/0000-0003-4733-0624"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Berger, Derek","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045500234","display_name":"Erin L. Mazerolle","orcid":"https://orcid.org/0000-0002-2012-8605"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mazerolle, Erin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074769323","display_name":"Othman Soufan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soufan, Othman","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101636792","display_name":"Jacob Levman","orcid":"https://orcid.org/0000-0002-3162-3548"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Levman, Jacob","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064542601"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9805999994277954,"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9805999994277954,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9789000153541565,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9666000008583069,"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/fluid-attenuated-inversion-recovery","display_name":"Fluid-attenuated inversion recovery","score":0.9193694591522217},{"id":"https://openalex.org/keywords/multiple-sclerosis","display_name":"Multiple sclerosis","score":0.7459534406661987},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.647411048412323},{"id":"https://openalex.org/keywords/white-matter","display_name":"White matter","score":0.5655300617218018},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5257302522659302},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48574620485305786},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48337024450302124},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.38933998346328735},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3742721676826477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35127413272857666},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.30956220626831055},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17622274160385132}],"concepts":[{"id":"https://openalex.org/C101070640","wikidata":"https://www.wikidata.org/wiki/Q3737215","display_name":"Fluid-attenuated inversion recovery","level":3,"score":0.9193694591522217},{"id":"https://openalex.org/C2780640218","wikidata":"https://www.wikidata.org/wiki/Q8277","display_name":"Multiple sclerosis","level":2,"score":0.7459534406661987},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.647411048412323},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.5655300617218018},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5257302522659302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48574620485305786},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48337024450302124},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.38933998346328735},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3742721676826477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35127413272857666},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.30956220626831055},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17622274160385132},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2209.04275","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.04275","pdf_url":"https://arxiv.org/pdf/2209.04275","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2209.04275","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2209.04275","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2209.04275","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.04275","pdf_url":"https://arxiv.org/pdf/2209.04275","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2397888002","https://openalex.org/W2356247871","https://openalex.org/W2373716292","https://openalex.org/W2381429000","https://openalex.org/W2364564193","https://openalex.org/W2393352769","https://openalex.org/W2131742827","https://openalex.org/W4389341328","https://openalex.org/W4309923383","https://openalex.org/W2133674900"],"abstract_inverted_index":{"Multiple":[0],"Sclerosis":[1],"(MS)":[2],"is":[3,123],"a":[4,53,118,134,190,247],"chronic":[5],"progressive":[6],"neurological":[7],"disease":[8,64],"characterized":[9],"by":[10],"the":[11,16,20,157,169,180,188,251],"development":[12],"of":[13,19,36,114,159,171,197,200,205],"lesions":[14],"in":[15,48,80,90,109,117,257],"white":[17],"matter":[18],"brain.":[21],"T2-fluid-attenuated":[22],"inversion":[23],"recovery":[24],"(FLAIR)":[25],"brain":[26,45,69,154,174],"magnetic":[27],"resonance":[28],"imaging":[29,52,201],"(MRI)":[30],"provides":[31,57],"superior":[32],"visualization":[33],"and":[34,87,219,239,254],"characterization":[35],"MS":[37,105,173,233],"lesions,":[38],"relative":[39],"to":[40,100,111,183,214,216,237],"other":[41],"MRI":[42,47,70],"modalities.":[43],"Longitudinal":[44],"FLAIR":[46,106],"MS,":[49],"involving":[50],"repetitively":[51],"patient":[54,208],"over":[55],"time,":[56],"helpful":[58],"information":[59],"for":[60,104],"clinicians":[61,204],"towards":[62],"monitoring":[63],"progression.":[65],"Predicting":[66],"future":[67,189,198],"whole":[68],"examinations":[71],"with":[72,125,138],"variable":[73,139],"time":[74,132],"lag":[75],"has":[76],"only":[77],"been":[78,228],"attempted":[79],"limited":[81],"applications,":[82],"such":[83,167],"as":[84,133,168],"healthy":[85],"aging":[86],"structural":[88],"degeneration":[89],"Alzheimer's":[91],"Disease.":[92],"In":[93],"this":[94,147],"article,":[95],"we":[96],"present":[97],"novel":[98],"modifications":[99],"deep":[101,224],"learning":[102,225],"architectures":[103,226],"image":[107],"synthesis,":[108],"order":[110],"support":[112,130],"prediction":[113,196],"longitudinal":[115,232],"images":[116],"flexible":[119],"continuous":[120],"way.":[121],"This":[122,176],"achieved":[124],"learned":[126],"transposed":[127],"convolutions,":[128],"which":[129,210],"modelling":[131,158],"spatially":[135],"distributed":[136],"array":[137],"temporal":[140],"properties":[141],"at":[142,163],"different":[143],"spatial":[144],"locations.":[145],"Thus,":[146],"approach":[148,177],"can":[149,202],"theoretically":[150],"model":[151,258],"spatially-specific":[152],"time-dependent":[153],"development,":[155],"supporting":[156],"more":[160],"rapid":[161],"growth":[162],"appropriate":[164],"physical":[165],"locations,":[166],"site":[170],"an":[172],"lesion.":[175],"also":[178],"supports":[179],"clinician":[181],"user":[182],"define":[184],"how":[185],"far":[186],"into":[187],"predicted":[191],"examination":[192],"should":[193],"target.":[194],"Accurate":[195],"rounds":[199],"inform":[203],"potentially":[206],"poor":[207],"outcomes,":[209],"may":[211],"be":[212],"able":[213],"contribute":[215],"earlier":[217],"treatment":[218],"better":[220],"prognoses.":[221],"Four":[222],"distinct":[223],"have":[227],"developed.":[229],"The":[230],"ISBI2015":[231],"dataset":[234],"was":[235],"used":[236],"validate":[238],"compare":[240],"our":[241],"proposed":[242],"approaches.":[243],"Results":[244],"demonstrate":[245],"that":[246],"modified":[248],"ACGAN":[249],"achieves":[250],"best":[252],"performance":[253],"reduces":[255],"variability":[256],"accuracy.":[259]},"counts_by_year":[],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2022-10-01T00:00:00"}
