{"id":"https://openalex.org/W2148516227","doi":"https://doi.org/10.1109/tbme.2014.2299433","title":"Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation","display_name":"Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation","publication_year":2014,"publication_date":"2014-01-31","ids":{"openalex":"https://openalex.org/W2148516227","doi":"https://doi.org/10.1109/tbme.2014.2299433","mag":"2148516227","pmid":"https://pubmed.ncbi.nlm.nih.gov/24658249"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2014.2299433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2014.2299433","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-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/A5100419338","display_name":"Zhijie Wang","orcid":"https://orcid.org/0000-0003-4559-5426"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Zhijie Wang","raw_affiliation_strings":["Department of Medical Biophysics, University of Western Ontario, London, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, University of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006383641","display_name":"Mohamed Ben Salah","orcid":"https://orcid.org/0000-0001-6847-6361"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Ben Salah","raw_affiliation_strings":["Department of Computing Science, University of Alberta, Alberta, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Alberta, Alberta, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101875576","display_name":"Bin Gu","orcid":"https://orcid.org/0000-0001-6049-1815"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bin Gu","raw_affiliation_strings":["Department of Medical Biophysics, University of Western Ontario, London, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, University of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110170782","display_name":"Ali Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Islam","raw_affiliation_strings":["Medical Imaging, University of Western Ontario, Ontario, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Medical Imaging, University of Western Ontario, Ontario, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022143082","display_name":"Aashish Goela","orcid":"https://orcid.org/0000-0001-9373-1475"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aashish Goela","raw_affiliation_strings":["Medical Imaging, University of Western Ontario, Ontario, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Medical Imaging, University of Western Ontario, Ontario, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100386630","display_name":"Shuo Li","orcid":"https://orcid.org/0000-0002-5184-3230"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shuo Li","raw_affiliation_strings":["Department of Medical Biophysics, University of Western Ontario, Ontario, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, University of Western Ontario, Ontario, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100419338"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":7.414,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.97944724,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"61","issue":"4","first_page":"1251","last_page":"1260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9904999732971191,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9797999858856201,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.680640697479248},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6034070253372192},{"id":"https://openalex.org/keywords/ventricle","display_name":"Ventricle","score":0.5837394595146179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5692964196205139},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5377894043922424},{"id":"https://openalex.org/keywords/bayes-estimator","display_name":"Bayes estimator","score":0.4971006214618683},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4883710741996765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4819371700286865},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4718587100505829},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.1385033130645752},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12457093596458435}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.680640697479248},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6034070253372192},{"id":"https://openalex.org/C2778921608","wikidata":"https://www.wikidata.org/wiki/Q2002035","display_name":"Ventricle","level":2,"score":0.5837394595146179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5692964196205139},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5377894043922424},{"id":"https://openalex.org/C68022304","wikidata":"https://www.wikidata.org/wiki/Q842217","display_name":"Bayes estimator","level":3,"score":0.4971006214618683},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4883710741996765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4819371700286865},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4718587100505829},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.1385033130645752},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12457093596458435}],"mesh":[{"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":"D002306","descriptor_name":"Cardiac Volume","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002306","descriptor_name":"Cardiac Volume","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002306","descriptor_name":"Cardiac Volume","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tbme.2014.2299433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2014.2299433","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:24658249","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24658249","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":"IEEE transactions on bio-medical engineering","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.713.9703","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.713.9703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://digitalimaginggroup.ca/members/Shuo/DirectEstimation.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1584666655","https://openalex.org/W1901581672","https://openalex.org/W1987512289","https://openalex.org/W2023093778","https://openalex.org/W2024596192","https://openalex.org/W2029098063","https://openalex.org/W2035933013","https://openalex.org/W2059795065","https://openalex.org/W2074841047","https://openalex.org/W2081690495","https://openalex.org/W2087671293","https://openalex.org/W2104095591","https://openalex.org/W2105259808","https://openalex.org/W2109791802","https://openalex.org/W2112328181","https://openalex.org/W2123098218","https://openalex.org/W2127403754","https://openalex.org/W2132401137","https://openalex.org/W2134013655","https://openalex.org/W2135619284","https://openalex.org/W2169279485","https://openalex.org/W2911354936"],"related_works":["https://openalex.org/W2352325302","https://openalex.org/W2114728125","https://openalex.org/W4220780651","https://openalex.org/W2350447072","https://openalex.org/W2353582415","https://openalex.org/W30733840","https://openalex.org/W2039817173","https://openalex.org/W2388260686","https://openalex.org/W3122803093","https://openalex.org/W2007697114"],"abstract_inverted_index":{"Accurate":[0],"estimation":[1,17],"of":[2,11,44,138],"the":[3,9,23,42,84,113,128],"ventricular":[4],"volumes":[5,43,116],"is":[6,32,94],"essential":[7],"to":[8,22,40,71,82,120],"assessment":[10,137],"global":[12,139],"cardiac":[13,140],"functions.":[14,141],"The":[15,57,92,108],"existing":[16],"methods":[18],"are":[19,117],"mostly":[20],"restricted":[21],"left":[24],"ventricle":[25,49],"(LV),":[26],"and":[27,34,47,76,89,135],"often":[28],"require":[29],"segmentation":[30],"which":[31],"challenging":[33],"computationally":[35],"expensive.":[36],"This":[37],"paper":[38],"proposes":[39],"estimate":[41],"both":[45],"LV":[46,88],"right":[48],"(RV)":[50],"jointly":[51],"with":[52],"an":[53,61],"efficient":[54],"segmentation-free":[55],"method.":[56],"proposed":[58,129],"method":[59,93,130],"employs":[60],"adapted":[62],"Bayesian":[63],"formulation.":[64],"It":[65],"introduces":[66],"a":[67,77,97,126,132],"novel":[68,78],"likelihood":[69],"function":[70],"exploit":[72],"multiple":[73],"appearance":[74],"features,":[75],"prior":[79],"probability":[80],"model":[81],"incorporate":[83],"area":[85],"correlation":[86],"between":[87],"RV":[90],"cavities.":[91],"validated":[95],"on":[96],"comprehensive":[98],"dataset":[99],"containing":[100],"56":[101],"clinical":[102],"subjects":[103],"(3360":[104],"images":[105],"in":[106],"total).":[107],"experimental":[109],"results":[110],"demonstrate":[111],"that":[112],"estimated":[114],"biventricular":[115],"highly":[118],"correlated":[119],"their":[121],"independent":[122],"ground":[123],"truth.":[124],"As":[125],"result,":[127],"enables":[131],"direct,":[133],"efficient,":[134],"accurate":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
