{"id":"https://openalex.org/W2980240563","doi":"https://doi.org/10.1109/embc.2019.8856914","title":"A Network-Driven Prior Induced Bregman Model for Parallel MR Imaging","display_name":"A Network-Driven Prior Induced Bregman Model for Parallel MR Imaging","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2980240563","doi":"https://doi.org/10.1109/embc.2019.8856914","mag":"2980240563","pmid":"https://pubmed.ncbi.nlm.nih.gov/31946861"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8856914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","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/A5101494510","display_name":"Guanyu Li","orcid":"https://orcid.org/0000-0001-9000-0327"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guanyu Li","raw_affiliation_strings":["Medical AI research center, SIAT, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Medical AI research center, SIAT, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604035","display_name":"Yiling Liu","orcid":"https://orcid.org/0000-0002-4081-6229"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiling Liu","raw_affiliation_strings":["Department of Electronic Information Engineering, Nanchang University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Information Engineering, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419551","display_name":"Minghui Zhang","orcid":"https://orcid.org/0000-0003-4904-5106"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Zhang","raw_affiliation_strings":["Department of Electronic Information Engineering, Nanchang University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Information Engineering, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406237","display_name":"Shanshan Wang","orcid":"https://orcid.org/0000-0002-0575-6523"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shanshan Wang","raw_affiliation_strings":["Paul C. Lauterbur Research Center for Biomedical Imaging, SIAT, CAS, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Paul C. Lauterbur Research Center for Biomedical Imaging, SIAT, CAS, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087850504","display_name":"Yanjie Zhu","orcid":"https://orcid.org/0000-0002-9131-689X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanjie Zhu","raw_affiliation_strings":["Paul C. Lauterbur Research Center for Biomedical Imaging, SIAT, CAS, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Paul C. Lauterbur Research Center for Biomedical Imaging, SIAT, CAS, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057647276","display_name":"Qiegen Liu","orcid":"https://orcid.org/0000-0003-4717-2283"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiegen Liu","raw_affiliation_strings":["Department of Electronic Information Engineering, Nanchang University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Information Engineering, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025474414","display_name":"Dong Liang","orcid":"https://orcid.org/0000-0001-6257-0875"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Liang","raw_affiliation_strings":["Medical AI research center, SIAT, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Medical AI research center, SIAT, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101494510"],"corresponding_institution_ids":["https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12382313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"4483","last_page":"4486"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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"}},{"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/regularization","display_name":"Regularization (linguistics)","score":0.7464984655380249},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.677172839641571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6588984131813049},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5916693210601807},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5168771743774414},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4937764108181},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.4932348132133484},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4492156505584717},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4415777623653412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43781575560569763},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4177865982055664},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41380515694618225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2540162205696106},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13760727643966675},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07580018043518066}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.7464984655380249},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.677172839641571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6588984131813049},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5916693210601807},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5168771743774414},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4937764108181},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.4932348132133484},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4492156505584717},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4415777623653412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43781575560569763},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4177865982055664},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41380515694618225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2540162205696106},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13760727643966675},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07580018043518066},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2019.8856914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31946861","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31946861","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1885185971","https://openalex.org/W2025768430","https://openalex.org/W2047544187","https://openalex.org/W2086903403","https://openalex.org/W2101675075","https://openalex.org/W2102605133","https://openalex.org/W2105199122","https://openalex.org/W2111388536","https://openalex.org/W2117649283","https://openalex.org/W2117700900","https://openalex.org/W2142808775","https://openalex.org/W2146337213","https://openalex.org/W2146598152","https://openalex.org/W2163605009","https://openalex.org/W2167233877","https://openalex.org/W2168887049","https://openalex.org/W2212041357","https://openalex.org/W2442117232","https://openalex.org/W2520164769","https://openalex.org/W2604684372","https://openalex.org/W2613155248","https://openalex.org/W2613718673","https://openalex.org/W2781768394","https://openalex.org/W2899438918","https://openalex.org/W2913535645","https://openalex.org/W2951811868","https://openalex.org/W2964046669","https://openalex.org/W4233764193","https://openalex.org/W4244393449","https://openalex.org/W4249760698","https://openalex.org/W6620707391","https://openalex.org/W6675464237","https://openalex.org/W6681686951","https://openalex.org/W6684191040","https://openalex.org/W6726381175","https://openalex.org/W6735857669"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W2896778670","https://openalex.org/W2107386309","https://openalex.org/W2545869789","https://openalex.org/W2141090006","https://openalex.org/W1964555484","https://openalex.org/W3048932468","https://openalex.org/W2148504016"],"abstract_inverted_index":{"Compressed":[0],"sensing":[1],"based":[2],"parallel":[3],"imaging":[4,14],"(CS-PI)":[5],"has":[6,22,35],"attracted":[7],"great":[8],"attention":[9],"in":[10,26,80],"fast":[11],"magnetic":[12],"resonance":[13],"(MRI)":[15],"community.":[16],"In":[17,40,57],"particular,":[18],"Bregman":[19,49],"iterative":[20,81],"model":[21],"shown":[23,93],"encouraging":[24],"performance":[25],"solving":[27],"this":[28,41],"problem.":[29],"However,":[30],"its":[31],"regularization":[32],"term":[33],"still":[34],"large":[36],"room":[37],"for":[38,54],"improvement.":[39],"work,":[42],"we":[43],"propose":[44],"a":[45],"network-driven":[46],"prior":[47],"induced":[48],"model,":[50,60],"dubbed":[51],"as":[52],"Breg-EDAEP,":[53],"CS-PI":[55],"task.":[56],"the":[58,61,73,95,99],"present":[59],"implicit":[62],"property":[63],"among":[64],"different":[65],"channel":[66],"MR":[67],"images":[68],"is":[69],"preliminarily":[70],"explored":[71],"by":[72],"network":[74],"to":[75,106],"obtain":[76],"more":[77],"structure":[78,113],"details":[79,109],"reconstruction":[82],"procedure.":[83],"Experiments":[84],"on":[85],"various":[86],"acceleration":[87],"factors":[88],"and":[89,110],"sampling":[90],"patterns":[91],"have":[92],"that":[94],"proposed":[96],"method":[97],"outperforms":[98],"state-of-the-art":[100],"algorithms.":[101],"Breg-EDAEP":[102],"possesses":[103],"strong":[104],"capability":[105],"restore":[107],"image":[108],"preserves":[111],"well":[112],"information.":[114]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-10-18T00:00:00"}