{"id":"https://openalex.org/W4388450355","doi":"https://doi.org/10.1109/ius51837.2023.10306900","title":"Mapping adipose tissue in short-axis echocardiograms using spectral analysis","display_name":"Mapping adipose tissue in short-axis echocardiograms using spectral analysis","publication_year":2023,"publication_date":"2023-09-03","ids":{"openalex":"https://openalex.org/W4388450355","doi":"https://doi.org/10.1109/ius51837.2023.10306900","pmid":"https://pubmed.ncbi.nlm.nih.gov/39113821","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11301619"},"language":"en","primary_location":{"id":"doi:10.1109/ius51837.2023.10306900","doi":"https://doi.org/10.1109/ius51837.2023.10306900","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ius51837.2023.10306900","pdf_url":null,"source":{"id":"https://openalex.org/S4393917990","display_name":"IEEE International Ultrasonics Symposium","issn_l":"1948-5719","issn":["1948-5719"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Ultrasonics Symposium (IUS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11301619/pdf/nihms-2013733.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093213407","display_name":"Lucas Gillette","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87547150","display_name":"Southern Illinois University Edwardsville","ror":"https://ror.org/04cqs5j56","country_code":"US","type":"education","lineage":["https://openalex.org/I2801502357","https://openalex.org/I87547150"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucas Gillette","raw_affiliation_strings":["Southern Illinois University-Edwardsville,Electrical and Computer Engineering,Edwardsville,Illinois,USA","Electrical and Computer Engineering, Southern Illinois University-Edwardsville, Edwardsville, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University-Edwardsville,Electrical and Computer Engineering,Edwardsville,Illinois,USA","institution_ids":["https://openalex.org/I87547150"]},{"raw_affiliation_string":"Electrical and Computer Engineering, Southern Illinois University-Edwardsville, Edwardsville, Illinois, USA","institution_ids":["https://openalex.org/I87547150"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vu Dinh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87547150","display_name":"Southern Illinois University Edwardsville","ror":"https://ror.org/04cqs5j56","country_code":"US","type":"education","lineage":["https://openalex.org/I2801502357","https://openalex.org/I87547150"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vu Dinh","raw_affiliation_strings":["Southern Illinois University-Edwardsville,Electrical and Computer Engineering,Edwardsville,Illinois,USA","Electrical and Computer Engineering, Southern Illinois University-Edwardsville, Edwardsville, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University-Edwardsville,Electrical and Computer Engineering,Edwardsville,Illinois,USA","institution_ids":["https://openalex.org/I87547150"]},{"raw_affiliation_string":"Electrical and Computer Engineering, Southern Illinois University-Edwardsville, Edwardsville, Illinois, USA","institution_ids":["https://openalex.org/I87547150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050980874","display_name":"Pamela K. Woodard","orcid":"https://orcid.org/0000-0001-9012-0812","observed_orcids":["https://orcid.org/0000-0001-9012-0812"]},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pamela Woodard","raw_affiliation_strings":["Washington University School of Medicine in St. Louis,Mallinckrodt Institute of Radiology,St. Louis,Missouri,USA","Mallinckrodt Institute of Radiology, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington University School of Medicine in St. Louis,Mallinckrodt Institute of Radiology,St. Louis,Missouri,USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Mallinckrodt Institute of Radiology, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076899598","display_name":"Jon D. Klingensmith","orcid":"https://orcid.org/0000-0003-3770-2754","observed_orcids":["https://orcid.org/0000-0003-3770-2754"]},"institutions":[{"id":"https://openalex.org/I87547150","display_name":"Southern Illinois University Edwardsville","ror":"https://ror.org/04cqs5j56","country_code":"US","type":"education","lineage":["https://openalex.org/I2801502357","https://openalex.org/I87547150"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon Klingensmith","raw_affiliation_strings":["Southern Illinois University-Edwardsville,Electrical and Computer Engineering,Edwardsville,Illinois,USA","Electrical and Computer Engineering, Southern Illinois University-Edwardsville, Edwardsville, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University-Edwardsville,Electrical and Computer Engineering,Edwardsville,Illinois,USA","institution_ids":["https://openalex.org/I87547150"]},{"raw_affiliation_string":"Electrical and Computer Engineering, Southern Illinois University-Edwardsville, Edwardsville, Illinois, USA","institution_ids":["https://openalex.org/I87547150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5303,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81367188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12979","display_name":"Cardiovascular Disease and Adiposity","score":0.7153000235557556,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T12979","display_name":"Cardiovascular Disease and Adiposity","score":0.7153000235557556,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.054499998688697815,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.04899999871850014,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cardiac-adipose-tissue","display_name":"cardiac adipose tissue","score":0.9990000128746033},{"id":"https://openalex.org/keywords/cardiovascular-biomarkers","display_name":"cardiovascular biomarkers","score":0.8579999804496765},{"id":"https://openalex.org/keywords/roi-selection","display_name":"region of interest selection","score":0.7179999947547913},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.5249999761581421}],"concepts":[{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.7501339912414551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6650804877281189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6128981113433838},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5375639200210571},{"id":"https://openalex.org/C2910830941","wikidata":"https://www.wikidata.org/wiki/Q216933","display_name":"Cardiac Ultrasound","level":3,"score":0.5196160674095154},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5147924423217773},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5070815086364746},{"id":"https://openalex.org/C171089720","wikidata":"https://www.wikidata.org/wiki/Q193583","display_name":"Adipose tissue","level":2,"score":0.4441138505935669},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.4355568289756775},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41079574823379517},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1830584704875946},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.16858556866645813},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ius51837.2023.10306900","doi":"https://doi.org/10.1109/ius51837.2023.10306900","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ius51837.2023.10306900","pdf_url":null,"source":{"id":"https://openalex.org/S4393917990","display_name":"IEEE International Ultrasonics Symposium","issn_l":"1948-5719","issn":["1948-5719"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Ultrasonics Symposium (IUS)","raw_type":"proceedings-article"},{"id":"pmid:39113821","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39113821","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,"listed_in":[],"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":"IEEE International Ultrasonics Symposium : [proceedings]. IEEE International Ultrasonics Symposium","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11301619","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11301619","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11301619/pdf/nihms-2013733.pdf","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,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IEEE Int Ultrason Symp","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11301619","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11301619","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11301619/pdf/nihms-2013733.pdf","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,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IEEE Int Ultrason Symp","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9537000060081482}],"study_designs":[],"awards":[{"id":"https://openalex.org/G6955671953","display_name":"Model-based assessment of cardiac adipose tissue volume and distribution","funder_award_id":"R15HL145576","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G9000868406","display_name":"Washington University Nutrition Obesity Research Center","funder_award_id":"P30DK056341","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388450355.pdf","grobid_xml":"https://content.openalex.org/works/W4388450355.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1965882520","https://openalex.org/W2062571251","https://openalex.org/W2072168595","https://openalex.org/W2158873449","https://openalex.org/W2605236239","https://openalex.org/W2985865650","https://openalex.org/W4205951714","https://openalex.org/W4211191293"],"related_works":["https://openalex.org/W7130268114","https://openalex.org/W2922096646","https://openalex.org/W6981218348","https://openalex.org/W4212996021","https://openalex.org/W4393372010","https://openalex.org/W4205951714","https://openalex.org/W4283826361","https://openalex.org/W4405797266","https://openalex.org/W2293973463","https://openalex.org/W4226359650"],"abstract_inverted_index":{"The":[0,69,195],"number":[1],"one":[2],"cause":[3],"of":[4,21,32,71,79,112,147,185,189,197,203,219,232,237,256],"death":[5],"in":[6,134,229,252,258],"the":[7,19,27,36,56,98,113,148,156,161,173,183,186,201,207,217,220,244,254],"United":[8],"States":[9],"is":[10,29,35,43,50,62,74],"consistently":[11],"cardiovascular":[12],"disease":[13],"(CVD).":[14],"Studies":[15],"have":[16],"proven":[17],"that":[18],"buildup":[20],"cardiac":[22],"adipose":[23],"tissue":[24,132],"(CAT)":[25],"around":[26,97,243],"heart":[28,99,245],"a":[30,88,120],"biomarker":[31],"CVD.":[33],"MRI":[34,110],"gold":[37],"standard":[38],"for":[39,87,166,177,240],"imaging":[40],"CAT":[41,102,163,242],"but":[42,55],"expensive":[44,52],"and":[45,53,60,172,210,246],"not":[46],"widely":[47],"available.":[48],"Ultrasound":[49],"less":[51],"portable,":[54],"images":[57,111],"are":[58,106],"noisy,":[59],"it":[61],"difficult":[63],"to":[64,75,92,130,249],"identify":[65],"or":[66,103],"quantify":[67],"CAT.":[68],"aim":[70],"this":[72,141,238],"project":[73,137],"use":[76,218],"spectral":[77,126],"analysis":[78],"raw":[80],"radiofrequency":[81],"(RF)":[82],"ultrasound":[83],"data":[84],"as":[85,100,128,170,192,214,216,224],"input":[86,129],"machine":[89],"learning":[90],"classifier":[91,123,142],"automatically":[93],"classify":[94,131],"regions-of-interest":[95],"(ROIs)":[96],"containing":[101],"not.":[104],"ROIs":[105],"labeled":[107],"using":[108],"corresponding":[109],"same":[114],"patients.":[115],"A":[116],"previous":[117],"study":[118],"used":[119,165],"random":[121],"forest":[122],"with":[124,145],"9":[125],"parameters":[127,199,223],"types":[133],"echocardiograms.":[135],"This":[136,234],"focuses":[138],"on":[139],"improving":[140],"by":[143],"experimenting":[144],"properties":[146],"chosen":[149],"ROIs.":[150],"Experiments":[151],"were":[152],"performed":[153],"independently":[154],"varying":[155],"ROI":[157,169,191,205,222],"circumference":[158],"(length),":[159],"width,":[160],"threshold":[162],"thickness":[164,255],"labeling":[167],"an":[168,193,230],"CAT,":[171],"signal":[174],"level":[175],"required":[176],"valid":[178],"processing.":[179],"Additional":[180],"experiments":[181],"explored":[182],"impact":[184],"anatomical":[187],"location":[188],"each":[190,204,259],"input.":[194],"addition":[196],"two":[198,208],"indicating":[200],"distance":[202],"from":[206,226],"left":[209],"right":[211],"myocardium":[212],"intersections":[213],"well":[215],"optimal":[221],"determined":[225],"experimentation":[227],"resulted":[228],"accuracy":[231],"75.5%.":[233],"demonstrates":[235],"feasibility":[236],"approach":[239],"identifying":[241],"will":[247],"lead":[248],"future":[250],"work":[251],"estimating":[253],"fat":[257],"ROI.":[260]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2023-11-08T00:00:00"}
