{"id":"https://openalex.org/W2039325608","doi":"https://doi.org/10.1109/isbi.2012.6235550","title":"Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing","display_name":"Acceleration of high angular and spatial resolution diffusion imaging using compressed sensing","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2039325608","doi":"https://doi.org/10.1109/isbi.2012.6235550","mag":"2039325608"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2012.6235550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5035948800","display_name":"Merry Mani","orcid":"https://orcid.org/0000-0001-8602-1109"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M Mani","raw_affiliation_strings":["University of Rochester, NY, USA","University of Rochester, NY,"],"affiliations":[{"raw_affiliation_string":"University of Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"University of Rochester, NY,","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072299998","display_name":"Mathews Jacob","orcid":"https://orcid.org/0000-0001-6196-3933"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M Jacob","raw_affiliation_strings":["University of Iowa, IA, USA","University of Iowa, IA"],"affiliations":[{"raw_affiliation_string":"University of Iowa, IA, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"University of Iowa, IA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016448297","display_name":"Arnaud Guidon","orcid":"https://orcid.org/0000-0001-6777-1633"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A Guidon","raw_affiliation_strings":["Duke University, NC, USA","Duke University, NC"],"affiliations":[{"raw_affiliation_string":"Duke University, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke University, NC","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719415","display_name":"Chunlei Liu","orcid":"https://orcid.org/0000-0001-8816-4832"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C Liu","raw_affiliation_strings":["Duke University, NC, USA","Duke University, NC"],"affiliations":[{"raw_affiliation_string":"Duke University, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke University, NC","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024538728","display_name":"Ailin Song","orcid":"https://orcid.org/0000-0001-8451-054X"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A Song","raw_affiliation_strings":["Duke University, NC, USA","Duke University, NC"],"affiliations":[{"raw_affiliation_string":"Duke University, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke University, NC","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076170083","display_name":"Vincent A. Magnotta","orcid":"https://orcid.org/0000-0001-8639-5354"},"institutions":[{"id":"https://openalex.org/I126307644","display_name":"University of Iowa","ror":"https://ror.org/036jqmy94","country_code":"US","type":"education","lineage":["https://openalex.org/I126307644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V Magnotta","raw_affiliation_strings":["University of Iowa, IA, USA","University of Iowa, IA"],"affiliations":[{"raw_affiliation_string":"University of Iowa, IA, USA","institution_ids":["https://openalex.org/I126307644"]},{"raw_affiliation_string":"University of Iowa, IA","institution_ids":["https://openalex.org/I126307644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075428028","display_name":"Jianhui Zhong","orcid":"https://orcid.org/0000-0002-8887-8103"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J Zhong","raw_affiliation_strings":["University of Rochester, NY, USA","University of Rochester, NY,"],"affiliations":[{"raw_affiliation_string":"University of Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"University of Rochester, NY,","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5035948800"],"corresponding_institution_ids":["https://openalex.org/I5388228"],"apc_list":null,"apc_paid":null,"fwci":1.59738829,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81531532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"326","last_page":"329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.993399977684021,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/undersampling","display_name":"Undersampling","score":0.9264242649078369},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.7625434398651123},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.6640328168869019},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.6485975980758667},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5289977192878723},{"id":"https://openalex.org/keywords/angular-resolution","display_name":"Angular resolution (graph drawing)","score":0.5209713578224182},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5167288184165955},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.49877166748046875},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4688746929168701},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.462808758020401},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.4264354109764099},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4144449234008789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39296430349349976},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2719076871871948},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1752699315547943},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.0834379494190216}],"concepts":[{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.9264242649078369},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.7625434398651123},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.6640328168869019},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6485975980758667},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5289977192878723},{"id":"https://openalex.org/C133848361","wikidata":"https://www.wikidata.org/wiki/Q4764027","display_name":"Angular resolution (graph drawing)","level":2,"score":0.5209713578224182},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5167288184165955},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.49877166748046875},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4688746929168701},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.462808758020401},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.4264354109764099},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4144449234008789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39296430349349976},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2719076871871948},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1752699315547943},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0834379494190216},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2012.6235550","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2012.6235550","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1988954604","https://openalex.org/W2001164178","https://openalex.org/W2017511360","https://openalex.org/W2080198834","https://openalex.org/W2103375347","https://openalex.org/W2116366076","https://openalex.org/W2123663192","https://openalex.org/W6655034610","https://openalex.org/W6678200183"],"related_works":["https://openalex.org/W3011226087","https://openalex.org/W2212041357","https://openalex.org/W2895530314","https://openalex.org/W3214931932","https://openalex.org/W1959447026","https://openalex.org/W2052082011","https://openalex.org/W2903019797","https://openalex.org/W2218273114","https://openalex.org/W2061033783","https://openalex.org/W1994141795"],"abstract_inverted_index":{"Achieving":[0],"simultaneously":[1],"high":[2,28,85,100],"angular":[3,29,101],"and":[4,30,69,102],"spatial":[5,31,103],"resolution":[6,32,104],"in":[7,107],"diffusion":[8,33,105],"imaging":[9,34,106],"is":[10,52,96],"challenging":[11],"because":[12],"of":[13,48,59,78,94],"the":[14,38,60,76,79],"long":[15],"acquisition":[16,95],"times":[17],"involved.":[18],"We":[19,42,62,87],"propose":[20],"a":[21,64,108],"novel":[22],"compressed":[23],"sensing":[24],"method":[25],"to":[26,74],"acquire":[27],"data,":[35],"while":[36],"keeping":[37],"scan":[39,110],"time":[40],"reasonable.":[41],"show":[43,88],"that":[44,89],"joint":[45],"under":[46],"sampling":[47],"6-D":[49],"k-q":[50],"space":[51],"more":[53],"efficient":[54],"than":[55],"undersampling":[56],"only":[57],"one":[58],"dimensions.":[61],"use":[63],"sparse":[65],"Gaussian":[66],"mixture":[67],"model":[68],"an":[70],"iterative":[71],"reconstruction":[72],"scheme":[73],"recover":[75],"peaks":[77],"orientation":[80],"distribution":[81],"functions":[82],"(ODF)":[83],"with":[84],"accuracy.":[86],"at":[90],"least":[91],"6-fold":[92],"acceleration":[93],"possible,":[97],"thereby":[98],"enabling":[99],"reasonable":[109],"time.":[111]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}