{"id":"https://openalex.org/W2060405238","doi":"https://doi.org/10.1117/12.2082373","title":"Using image synthesis for multi-channel registration of different image modalities","display_name":"Using image synthesis for multi-channel registration of different image modalities","publication_year":2015,"publication_date":"2015-03-20","ids":{"openalex":"https://openalex.org/W2060405238","doi":"https://doi.org/10.1117/12.2082373","mag":"2060405238","pmid":"https://pubmed.ncbi.nlm.nih.gov/26246653"},"language":"en","primary_location":{"id":"doi:10.1117/12.2082373","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2082373","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100337209","display_name":"Min Chen","orcid":"https://orcid.org/0000-0002-0960-4447"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2802946424","display_name":"Johns Hopkins University Applied Physics Laboratory","ror":"https://ror.org/029pp9z10","country_code":"US","type":"facility","lineage":["https://openalex.org/I145311948","https://openalex.org/I2802946424"]},{"id":"https://openalex.org/I4210110767","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210110767"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Min Chen","raw_affiliation_strings":["Image Analysis and Communications Laboratory, Dept. of ECE, The Johns Hopkins University ; Translational Neuroradiology Unit, National Institute of Neurological Disorders and Stroke","Johns\u00a0 Hopkins University, United States"],"affiliations":[{"raw_affiliation_string":"Image Analysis and Communications Laboratory, Dept. of ECE, The Johns Hopkins University ; Translational Neuroradiology Unit, National Institute of Neurological Disorders and Stroke","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I4210110767"]},{"raw_affiliation_string":"Johns\u00a0 Hopkins University, United States","institution_ids":["https://openalex.org/I2802946424","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080581008","display_name":"Amog Jog","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2802946424","display_name":"Johns Hopkins University Applied Physics Laboratory","ror":"https://ror.org/029pp9z10","country_code":"US","type":"facility","lineage":["https://openalex.org/I145311948","https://openalex.org/I2802946424"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amog Jog","raw_affiliation_strings":["Image Analysis and Communications Laboratory, Dept. of ECE, The Johns Hopkins University","Johns\u00a0 Hopkins University, United States"],"affiliations":[{"raw_affiliation_string":"Image Analysis and Communications Laboratory, Dept. of ECE, The Johns Hopkins University","institution_ids":["https://openalex.org/I2802946424","https://openalex.org/I145311948"]},{"raw_affiliation_string":"Johns\u00a0 Hopkins University, United States","institution_ids":["https://openalex.org/I2802946424","https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075622613","display_name":"Aaron Carass","orcid":"https://orcid.org/0000-0003-4939-5085"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]},{"id":"https://openalex.org/I2802946424","display_name":"Johns Hopkins University Applied Physics Laboratory","ror":"https://ror.org/029pp9z10","country_code":"US","type":"facility","lineage":["https://openalex.org/I145311948","https://openalex.org/I2802946424"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Carass","raw_affiliation_strings":["Image Analysis and Communications Laboratory, Dept. of ECE, The Johns Hopkins University ; Department of Computer Science, The Johns Hopkins University","Johns\u00a0 Hopkins University, United States"],"affiliations":[{"raw_affiliation_string":"Image Analysis and Communications Laboratory, Dept. of ECE, The Johns Hopkins University ; Department of Computer Science, The Johns Hopkins University","institution_ids":["https://openalex.org/I2802946424","https://openalex.org/I145311948","https://openalex.org/I2799853436"]},{"raw_affiliation_string":"Johns\u00a0 Hopkins University, United States","institution_ids":["https://openalex.org/I2802946424","https://openalex.org/I145311948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066682675","display_name":"Jerry L. Prince","orcid":"https://orcid.org/0000-0002-6553-0876"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2802946424","display_name":"Johns Hopkins University Applied Physics Laboratory","ror":"https://ror.org/029pp9z10","country_code":"US","type":"facility","lineage":["https://openalex.org/I145311948","https://openalex.org/I2802946424"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jerry L. Prince","raw_affiliation_strings":["Image Analysis and Communications Laboratory, Dept. of ECE, The Johns Hopkins University","Johns\u00a0 Hopkins University, United States"],"affiliations":[{"raw_affiliation_string":"Image Analysis and Communications Laboratory, Dept. of ECE, The Johns Hopkins University","institution_ids":["https://openalex.org/I2802946424","https://openalex.org/I145311948"]},{"raw_affiliation_string":"Johns\u00a0 Hopkins University, United States","institution_ids":["https://openalex.org/I2802946424","https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100337209"],"corresponding_institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2802946424","https://openalex.org/I4210110767"],"apc_list":null,"apc_paid":null,"fwci":1.6851,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.89412598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9413","issue":null,"first_page":"94131Q","last_page":"94131Q"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.998199999332428,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.998199999332428,"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/T12923","display_name":"Digital Image Processing Techniques","score":0.9842000007629395,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.970300018787384,"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/computer-science","display_name":"Computer science","score":0.785447359085083},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.6348643898963928},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6313666105270386},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6292285323143005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5633997917175293},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.562671959400177},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.48516184091567993},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12513571977615356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.785447359085083},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.6348643898963928},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6313666105270386},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6292285323143005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5633997917175293},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.562671959400177},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.48516184091567993},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12513571977615356},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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":3,"locations":[{"id":"doi:10.1117/12.2082373","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2082373","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},{"id":"pmid:26246653","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26246653","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":"Proceedings of SPIE--the International Society for Optical Engineering","raw_type":null},{"id":"pmh:oai:europepmc.org:3503536","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4523226","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"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":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W192648262","https://openalex.org/W1537592854","https://openalex.org/W1605218991","https://openalex.org/W1850255922","https://openalex.org/W1970928383","https://openalex.org/W1979775925","https://openalex.org/W2000278813","https://openalex.org/W2019587683","https://openalex.org/W2048925956","https://openalex.org/W2109060361","https://openalex.org/W2115167851","https://openalex.org/W2140526699","https://openalex.org/W2140854449","https://openalex.org/W2142568997","https://openalex.org/W2155634500","https://openalex.org/W2161335770","https://openalex.org/W2221432021","https://openalex.org/W2499037564","https://openalex.org/W4210984231","https://openalex.org/W4234494445","https://openalex.org/W6636198569","https://openalex.org/W6683612780"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W4306353150","https://openalex.org/W8219677","https://openalex.org/W2168054807","https://openalex.org/W2058990474","https://openalex.org/W2026860389","https://openalex.org/W2043363698","https://openalex.org/W3207883763","https://openalex.org/W4386977688","https://openalex.org/W2383394264"],"abstract_inverted_index":{"This":[0,59],"paper":[1],"presents":[2],"a":[3,19,45,61,73,141],"multi-channel":[4,20,74,108],"approach":[5],"for":[6,131],"performing":[7],"registration":[8,21,64,75,87,103,123,144],"between":[9,65],"magnetic":[10],"resonance":[11],"(MR)":[12],"images":[13,30],"with":[14,76,104,149],"different":[15,67],"modalities.":[16,35],"In":[17,36],"general,":[18],"cannot":[22],"be":[23,70],"used":[24,94],"when":[25,138],"the":[26,52,56,97,102,115,146],"moving":[27],"and":[28,89,134],"target":[29],"do":[31],"not":[32],"have":[33],"analogous":[34],"this":[37,41],"work,":[38],"we":[39],"address":[40],"limitation":[42],"by":[43],"using":[44,145],"random":[46],"forest":[47],"regression":[48],"technique":[49],"to":[50,69,95,140],"synthesize":[51],"missing":[53],"modalities":[54,68],"from":[55],"available":[57,86],"ones.":[58],"allows":[60],"single":[62],"channel":[63],"two":[66,77,84],"converted":[71],"into":[72],"mono-modal":[78],"channels.":[79],"To":[80],"validate":[81],"our":[82,107],"approach,":[83],"openly":[85],"algorithms":[88,133,148],"five":[90],"cost":[91,136],"functions":[92,137],"were":[93],"compare":[96],"label":[98],"transfer":[99],"accuracy":[100,124],"of":[101,129],"(and":[105],"without)":[106],"synthesis":[109],"approach.":[110],"Our":[111],"results":[112],"show":[113],"that":[114],"proposed":[116],"method":[117],"produced":[118],"statistically":[119],"significant":[120],"improvements":[121],"in":[122],"(at":[125],"an":[126],"<i>\u03b1</i>":[127],"level":[128],"0.001)":[130],"both":[132],"all":[135],"compared":[139],"standard":[142],"multi-modal":[143],"same":[147],"mutual":[150],"information.":[151]},"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":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
