{"id":"https://openalex.org/W2283114046","doi":"https://doi.org/10.1186/s12880-016-0156-6","title":"Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields","display_name":"Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields","publication_year":2016,"publication_date":"2016-08-26","ids":{"openalex":"https://openalex.org/W2283114046","doi":"https://doi.org/10.1186/s12880-016-0156-6","mag":"2283114046","pmid":"https://pubmed.ncbi.nlm.nih.gov/27566536"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-016-0156-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-016-0156-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-016-0156-6","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-016-0156-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016491016","display_name":"Edward Li","orcid":"https://orcid.org/0000-0001-8661-0560"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Edward Li","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Ontario, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Ontario, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034208717","display_name":"Farzad Khalvati","orcid":"https://orcid.org/0000-0001-5616-8660"},"institutions":[{"id":"https://openalex.org/I1323843004","display_name":"Sunnybrook Health Science Centre","ror":"https://ror.org/03wefcv03","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4391768120","display_name":"Sunnybrook Research Institute","ror":"https://ror.org/05n0tzs53","country_code":null,"type":"facility","lineage":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Farzad Khalvati","raw_affiliation_strings":["Department of Medical Imaging, University of Toronto and Sunnybrook Research Institute, Toronto, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, University of Toronto and Sunnybrook Research Institute, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040284711","display_name":"Mohammad Javad Shafiee","orcid":"https://orcid.org/0000-0001-5989-8255"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad Javad Shafiee","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Ontario, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Ontario, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109392994","display_name":"Masoom A. Haider","orcid":"https://orcid.org/0000-0002-7165-8315"},"institutions":[{"id":"https://openalex.org/I1323843004","display_name":"Sunnybrook Health Science Centre","ror":"https://ror.org/03wefcv03","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4391768120","display_name":"Sunnybrook Research Institute","ror":"https://ror.org/05n0tzs53","country_code":null,"type":"facility","lineage":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Masoom A. Haider","raw_affiliation_strings":["Department of Medical Imaging, University of Toronto and Sunnybrook Research Institute, Toronto, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, University of Toronto and Sunnybrook Research Institute, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034161060","display_name":"Alexander Wong","orcid":"https://orcid.org/0000-0002-5295-2797"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alexander Wong","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Ontario, Waterloo, Canada. a28wong@uwaterloo.ca","Department of Systems Design Engineering, University of Waterloo, Ontario, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Ontario, Waterloo, Canada. a28wong@uwaterloo.ca","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Ontario, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":{"value":3090,"currency":"USD","value_usd":3090},"fwci":0.5245,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68164427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"16","issue":"1","first_page":"51","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.49559998512268066,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.49559998512268066,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.2223999947309494,"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":0.1657000035047531,"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/compressed-sensing","display_name":"Compressed sensing","score":0.9422121047973633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7658244967460632},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5984863638877869},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5979059934616089},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5704736709594727},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.548322319984436},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.523179829120636},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5008113384246826},{"id":"https://openalex.org/keywords/real-time-mri","display_name":"Real-time MRI","score":0.4925602078437805},{"id":"https://openalex.org/keywords/reconstruction-algorithm","display_name":"Reconstruction algorithm","score":0.47602254152297974},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4748910963535309},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.46518510580062866},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.43392735719680786},{"id":"https://openalex.org/keywords/dynamic-contrast-enhanced-mri","display_name":"Dynamic contrast-enhanced MRI","score":0.4183065593242645},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23083916306495667},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.1587809920310974},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13264715671539307}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.9422121047973633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7658244967460632},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5984863638877869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5979059934616089},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5704736709594727},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.548322319984436},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.523179829120636},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5008113384246826},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.4925602078437805},{"id":"https://openalex.org/C2779898584","wikidata":"https://www.wikidata.org/wiki/Q7820109","display_name":"Reconstruction algorithm","level":3,"score":0.47602254152297974},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4748910963535309},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.46518510580062866},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.43392735719680786},{"id":"https://openalex.org/C41727105","wikidata":"https://www.wikidata.org/wiki/Q17009718","display_name":"Dynamic contrast-enhanced MRI","level":3,"score":0.4183065593242645},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23083916306495667},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.1587809920310974},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13264715671539307},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","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":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011856","descriptor_name":"Radiographic Image Enhancement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011856","descriptor_name":"Radiographic Image Enhancement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011856","descriptor_name":"Radiographic Image Enhancement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-016-0156-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-016-0156-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-016-0156-6","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:27566536","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27566536","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":"BMC medical imaging","raw_type":"Journal Article"},{"id":"pmh:oai:utoronto.scholaris.ca:1807/84178","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/84178","pdf_url":"https://utoronto.scholaris.ca/bitstreams/7c206495-907f-4bbf-8bc4-f5954c602e6a/download","source":{"id":"https://openalex.org/S4306400261","display_name":"TSpace (University of Toronto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185261750","host_organization_name":"University of Toronto","host_organization_lineage":["https://openalex.org/I185261750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:5002135","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5002135","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12880-016-0156-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-016-0156-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-016-0156-6","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4907853104","display_name":null,"funder_award_id":"229272","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"}],"funders":[{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2283114046.pdf","grobid_xml":"https://content.openalex.org/works/W2283114046.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W22967897","https://openalex.org/W35586085","https://openalex.org/W1581163326","https://openalex.org/W1621854110","https://openalex.org/W1771067798","https://openalex.org/W1978333359","https://openalex.org/W1979519979","https://openalex.org/W1988558452","https://openalex.org/W1996287810","https://openalex.org/W2011181254","https://openalex.org/W2035132278","https://openalex.org/W2049600766","https://openalex.org/W2051516554","https://openalex.org/W2101675075","https://openalex.org/W2104144129","https://openalex.org/W2109449402","https://openalex.org/W2117700900","https://openalex.org/W2122875660","https://openalex.org/W2134120396","https://openalex.org/W2137693597","https://openalex.org/W2140878114","https://openalex.org/W2142058898","https://openalex.org/W2145020729","https://openalex.org/W2147880316","https://openalex.org/W2148232185","https://openalex.org/W2167577940","https://openalex.org/W2168106122","https://openalex.org/W2171493089","https://openalex.org/W2294136007","https://openalex.org/W2296616510","https://openalex.org/W2322086466","https://openalex.org/W2401040035","https://openalex.org/W2536935864","https://openalex.org/W2555769692","https://openalex.org/W3102998284","https://openalex.org/W4230115973","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2339684922","https://openalex.org/W1979782214","https://openalex.org/W2403497916","https://openalex.org/W4285251805","https://openalex.org/W3104324607","https://openalex.org/W1964707821","https://openalex.org/W2030107647","https://openalex.org/W2944761405","https://openalex.org/W2029015206","https://openalex.org/W1526570822"],"abstract_inverted_index":{"BACKGROUND:":[0],"Magnetic":[1],"Resonance":[2],"Imaging":[3],"(MRI)":[4],"is":[5],"a":[6,86,107,136,192,204,226],"crucial":[7],"medical":[8],"imaging":[9,153,156],"technology":[10],"for":[11,29,121,230],"the":[12,55,78,81,159,172,211,215,218,221],"screening":[13],"and":[14,96,132,154,168,200],"diagnosis":[15],"of":[16,158,195,207,220],"frequently":[17],"occurring":[18],"cancers.":[19],"However,":[20,84],"image":[21],"quality":[22,95],"may":[23],"suffer":[24],"from":[25,54,99],"long":[26],"acquisition":[27,43,56,72,82],"times":[28,44,73],"MRIs":[30],"due":[31],"to":[32,38,50,62,67,92,142,177,189,197],"patient":[33,39,47],"motion,":[34],"which":[35],"also":[36],"leads":[37],"discomfort.":[40],"Reducing":[41],"MRI":[42,63,145],"can":[45],"reduce":[46],"discomfort":[48],"leading":[49],"reduced":[51],"motion":[52],"artifacts":[53],"process.":[57,83],"Compressive":[58],"sensing":[59,101,123,232],"strategies":[60],"applied":[61],"have":[64],"been":[65],"demonstrated":[66],"be":[68],"effective":[69],"in":[70,129,164,171,203,214],"decreasing":[71],"significantly":[74],"by":[75],"sparsely":[76],"sampling":[77,184],"k-space":[79,131],"during":[80],"such":[85],"strategy":[87],"requires":[88],"advanced":[89],"reconstruction":[90,109,228],"algorithms":[91],"produce":[93,143],"high":[94],"reliable":[97],"images":[98,174,202,216],"compressive":[100,122,231],"MRI.":[102,124,233],"METHODS:":[103],"This":[104],"paper":[105],"proposes":[106],"new":[108],"approach":[110],"based":[111],"on":[112],"cross-domain":[113],"stochastically":[114,137],"fully":[115,138],"connected":[116,139],"conditional":[117],"random":[118],"fields":[119],"(CD-SFCRF)":[120],"The":[125,187],"CD-SFCRF":[126,223],"introduces":[127],"constraints":[128],"both":[130],"spatial":[133],"domains":[134],"within":[135],"graphical":[140],"model":[141],"improved":[144],"reconstruction.":[146],"RESULTS:":[147],"Experimental":[148],"results":[149],"using":[150],"T2-weighted":[151],"(T2w)":[152],"diffusion-weighted":[155],"(DWI)":[157],"prostate":[160],"show":[161],"strong":[162],"performance":[163],"preserving":[165,210],"fine":[166],"details":[167,213],"tissue":[169],"structures":[170],"reconstructed":[173],"when":[175],"compared":[176],"other":[178],"tested":[179],"methods":[180],"even":[181],"at":[182],"low":[183],"rates.":[185],"CONCLUSIONS:":[186],"ability":[188],"better":[190],"utilize":[191],"limited":[193],"amount":[194,206],"information":[196],"reconstruct":[198],"T2w":[199],"DWI":[201],"short":[205],"time":[208],"while":[209],"important":[212],"demonstrates":[217],"potential":[219],"proposed":[222],"framework":[224],"as":[225],"viable":[227],"algorithm":[229]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-10T00:00:00"}
