{"id":"https://openalex.org/W2754065964","doi":"https://doi.org/10.1109/embc.2017.8037486","title":"Application of compressive sensing to portable ultrasound elastography","display_name":"Application of compressive sensing to portable ultrasound elastography","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2754065964","doi":"https://doi.org/10.1109/embc.2017.8037486","mag":"2754065964","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060527"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th 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/A5109845514","display_name":"Bonghun Shin","orcid":null},"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":"Bonghun Shin","raw_affiliation_strings":["Mechanical and Mechatronic Engineering of University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical and Mechatronic Engineering of University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060527481","display_name":"Soo Jeon","orcid":"https://orcid.org/0000-0002-3148-1658"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soo Jeon","raw_affiliation_strings":["Advanced Medical Technology Lab of Healcerion, Inc., Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Medical Technology Lab of Healcerion, Inc., Seoul, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054645794","display_name":"Jeongwon Ryu","orcid":"https://orcid.org/0000-0002-0741-2142"},"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":"Jeongwon Ryu","raw_affiliation_strings":["Mechanical and Mechatronic Engineering of University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical and Mechatronic Engineering of University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112625664","display_name":"Hyock Ju Kwon","orcid":null},"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":"Hyock Ju Kwon","raw_affiliation_strings":["Mechanical and Mechatronic Engineering of University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical and Mechatronic Engineering of University of Waterloo, 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":null,"apc_paid":null,"fwci":0.2194,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60126904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"34","issue":null,"first_page":"2992","last_page":"2995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10727","display_name":"Ultrasound Imaging and Elastography","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/T10727","display_name":"Ultrasound Imaging and Elastography","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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9980999827384949,"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/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.877895712852478},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6653557419776917},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5659859776496887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5133671164512634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4683971405029297},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4596509635448456},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.43219679594039917},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.41672849655151367},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40144282579421997},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34280720353126526},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.325702965259552},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28162068128585815},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22156378626823425},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11246511340141296}],"concepts":[{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.877895712852478},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6653557419776917},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5659859776496887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5133671164512634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4683971405029297},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4596509635448456},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.43219679594039917},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.41672849655151367},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40144282579421997},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34280720353126526},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.325702965259552},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28162068128585815},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22156378626823425},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11246511340141296},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054459","descriptor_name":"Elasticity Imaging Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054459","descriptor_name":"Elasticity Imaging Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054459","descriptor_name":"Elasticity Imaging Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2017.8037486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060527","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060527","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1974915238","https://openalex.org/W2002758948","https://openalex.org/W2022397383","https://openalex.org/W2033419225","https://openalex.org/W2056283746","https://openalex.org/W2060239791","https://openalex.org/W2081359092","https://openalex.org/W2102115196","https://openalex.org/W2111414067","https://openalex.org/W2119667497","https://openalex.org/W2141928727","https://openalex.org/W2145096794","https://openalex.org/W2153608106","https://openalex.org/W2162547327","https://openalex.org/W2166343165","https://openalex.org/W2314136082","https://openalex.org/W2543070335","https://openalex.org/W2803670972","https://openalex.org/W4234341221","https://openalex.org/W4251957920"],"related_works":["https://openalex.org/W2055682261","https://openalex.org/W1916685473","https://openalex.org/W1993363272","https://openalex.org/W2174937762","https://openalex.org/W2186390138","https://openalex.org/W2790129917","https://openalex.org/W2060035984","https://openalex.org/W2158224665","https://openalex.org/W2992856432","https://openalex.org/W2896778670"],"abstract_inverted_index":{"Feasibility":[0],"of":[1,22,60],"applying":[2],"compressive":[3],"sensing":[4],"(CS)":[5],"to":[6,11],"ultrasound":[7],"radio-frequency":[8],"(RF)":[9],"data":[10,68,100],"produce":[12],"elastography":[13],"is":[14,108],"investigated.":[15],"The":[16],"research":[17],"also":[18],"compares":[19],"the":[20,58,66,89,94,98],"performance":[21],"various":[23],"CS":[24,78],"frameworks":[25],"associated":[26],"with":[27,83],"three":[28],"common":[29],"model":[30,85],"bases":[31],"(Fourier":[32],"transform,":[33],"discrete":[34],"cosine":[35],"transform":[36],"(DCT),":[37],"and":[38,42,51,63,70,97],"wave":[39],"atom":[40],"(WA))":[41],"two":[43],"reconstruction":[44,79],"algorithms":[45],"(\u2113":[46],"<sub":[47],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[48],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[49],"minimization":[50],"block":[52],"sparse":[53],"Bayesian":[54],"learning":[55],"(BSBL))":[56],"using":[57],"quality":[59],"B-mode":[61],"images":[62],"elastograms":[64,107],"from":[65],"RF":[67],"subsampled":[69],"reconstructed":[71],"by":[72],"each":[73],"framework.":[74],"Results":[75],"suggest":[76],"that":[77],"adopting":[80],"BSBL":[81],"algorithm":[82],"DCT":[84],"basis":[86],"can":[87],"yield":[88],"best":[90],"results":[91],"for":[92,103],"all":[93],"measures":[95],"tested,":[96],"maximum":[99],"reduction":[101],"rate":[102],"producing":[104],"readily":[105],"discernable":[106],"around":[109],"60%.":[110]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}