{"id":"https://openalex.org/W4362604686","doi":"https://doi.org/10.1117/12.2653649","title":"DrDisco: Deep Registration for Distortion Correction of diffusion MRI with single phase-encoding","display_name":"DrDisco: Deep Registration for Distortion Correction of diffusion MRI with single phase-encoding","publication_year":2023,"publication_date":"2023-04-03","ids":{"openalex":"https://openalex.org/W4362604686","doi":"https://doi.org/10.1117/12.2653649"},"language":"en","primary_location":{"id":"doi:10.1117/12.2653649","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1117/12.2653649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2023: Image Processing","raw_type":"proceedings-article"},"type":"article","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/A5091652367","display_name":"Zhangxing Bian","orcid":"https://orcid.org/0000-0003-3603-0650"},"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"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhangxing Bian","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061950333","display_name":"Muhan Shao","orcid":"https://orcid.org/0000-0002-4686-4395"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhan Shao","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aaron Carass","raw_affiliation_strings":[],"affiliations":[]},{"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jerry L. Prince","raw_affiliation_strings":["Johns Hopkins Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Johns Hopkins Univ. (United States)","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091652367"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":null,"apc_paid":null,"fwci":0.9462,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74806319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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/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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/encoding","display_name":"Encoding (memory)","score":0.795011043548584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7253133654594421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7174230813980103},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.675312876701355},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.6393768191337585},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.5314150452613831},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5062633752822876},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.502643346786499},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.443948358297348},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.43872788548469543},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.432778000831604},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.41856253147125244},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3326535224914551},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21716997027397156}],"concepts":[{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.795011043548584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7253133654594421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174230813980103},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.675312876701355},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.6393768191337585},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.5314150452613831},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5062633752822876},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.502643346786499},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.443948358297348},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.43872788548469543},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.432778000831604},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.41856253147125244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3326535224914551},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21716997027397156},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2653649","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1117/12.2653649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2023: Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4000000059604645,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W212537071","https://openalex.org/W1874027545","https://openalex.org/W1970928383","https://openalex.org/W1983208069","https://openalex.org/W1984453610","https://openalex.org/W2006096283","https://openalex.org/W2024729467","https://openalex.org/W2049223989","https://openalex.org/W2129841144","https://openalex.org/W2136145485","https://openalex.org/W2141104431","https://openalex.org/W3041450691","https://openalex.org/W3046323739","https://openalex.org/W4200409436","https://openalex.org/W4229794523","https://openalex.org/W4232908622","https://openalex.org/W4237766597","https://openalex.org/W4240271001","https://openalex.org/W4313041190","https://openalex.org/W4362604565","https://openalex.org/W6674451169","https://openalex.org/W6780115461"],"related_works":["https://openalex.org/W2426195296","https://openalex.org/W1970834875","https://openalex.org/W2367847708","https://openalex.org/W2135643201","https://openalex.org/W2370810807","https://openalex.org/W2368895820","https://openalex.org/W2156531368","https://openalex.org/W2548524143","https://openalex.org/W2387425358","https://openalex.org/W2542788974"],"abstract_inverted_index":{"Diffusion-weighted":[0],"magnetic":[1],"resonance":[2],"imaging":[3,10,24],"(DW-MRI)":[4],"is":[5,87],"a":[6,68,78,91,105,123,129,161],"non-invasive":[7],"way":[8],"of":[9,71,84],"white":[11],"matter":[12],"tracts":[13],"in":[14],"the":[15,82,101,120,142,148],"human":[16],"brain.":[17],"DW-MRIs":[18],"are":[19,74],"usually":[20],"acquired":[21,53,76,103],"using":[22,99],"echo-planar":[23],"(EPI)":[25],"with":[26,38,54,77],"high":[27],"gradient":[28],"fields,":[29],"which":[30],"could":[31],"introduce":[32],"severe":[33],"geometric":[34],"distortions":[35],"that":[36],"interfere":[37],"further":[39],"analyses.":[40],"Most":[41],"tools":[42],"for":[43],"correcting":[44],"distortion":[45,98,121],"require":[46],"two":[47],"minimally":[48],"weighted":[49],"DW-MRI":[50],"images":[51,114],"(B0)":[52],"different":[55],"phase-encoding":[56,80,107],"directions,":[57],"and":[58,115,153,158],"they":[59],"can":[60],"take":[61],"hours":[62],"to":[63,96,118,136,164],"process":[64,165],"per":[65],"subject.":[66,167],"Since":[67],"great":[69],"amount":[70],"diffusion":[72],"data":[73],"only":[75,100,159],"single":[79,106],"direction,":[81],"application":[83],"existing":[85],"approaches":[86],"limited.":[88],"We":[89,127],"propose":[90],"deep":[92,124],"learning-based":[93],"registration":[94],"approach":[95],"correct":[97],"B0":[102,117],"from":[104],"direction.":[108],"Specifically,":[109],"we":[110],"register":[111],"undistorted":[112],"T1-weighted":[113],"distorted":[116],"remove":[119],"through":[122],"learning":[125],"model.":[126],"apply":[128],"differentiable":[130],"mutual":[131],"information":[132],"loss":[133],"during":[134],"training":[135],"improve":[137],"inter-modality":[138],"alignment.":[139],"Experiments":[140],"on":[141,155],"Human":[143],"Connectome":[144],"Project":[145],"dataset":[146],"show":[147],"proposed":[149],"method":[150],"outperforms":[151],"SyN":[152],"VoxelMorph":[154],"several":[156],"metrics,":[157],"takes":[160],"few":[162],"seconds":[163],"one":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}