{"id":"https://openalex.org/W4220977779","doi":"https://doi.org/10.1007/s12350-022-02920-x","title":"Multi-task Deep Learning of Myocardial Blood Flow and Cardiovascular Risk Traits from PET Myocardial Perfusion Imaging","display_name":"Multi-task Deep Learning of Myocardial Blood Flow and Cardiovascular Risk Traits from PET Myocardial Perfusion Imaging","publication_year":2022,"publication_date":"2022-03-10","ids":{"openalex":"https://openalex.org/W4220977779","doi":"https://doi.org/10.1007/s12350-022-02920-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/35274211","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9834343"},"language":"en","primary_location":{"id":"doi:10.1007/s12350-022-02920-x","doi":"https://doi.org/10.1007/s12350-022-02920-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12350-022-02920-x","pdf_url":"https://www.journalofnuclearcardiology.org/article/S1071-3581(23)00700-6/pdf","source":{"id":"https://openalex.org/S40505786","display_name":"Journal of Nuclear Cardiology","issn_l":"1071-3581","issn":["1071-3581","1532-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Nuclear Cardiology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.journalofnuclearcardiology.org/article/S1071-3581(23)00700-6/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102707381","display_name":"Ming Wai Yeung","orcid":"https://orcid.org/0000-0001-9794-3109","observed_orcids":["https://orcid.org/0000-0001-9794-3109"]},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ming Wai Yeung","raw_affiliation_strings":["Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands","Department of Cardiology, University Medical Center Groningen, University of Groningen, 9700 RB, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353","https://openalex.org/I3018483916"]},{"raw_affiliation_string":"Department of Cardiology, University Medical Center Groningen, University of Groningen, 9700 RB, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074009794","display_name":"Jan Walter Benjamins","orcid":"https://orcid.org/0000-0002-5701-0539","observed_orcids":["https://orcid.org/0000-0002-5701-0539"]},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jan Walter Benjamins","raw_affiliation_strings":["Department of Cardiology, University Medical Center Groningen, University of Groningen, 9700 RB, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University Medical Center Groningen, University of Groningen, 9700 RB, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019510220","display_name":"Remco J.J. Knol","orcid":"https://orcid.org/0000-0003-1089-2981","observed_orcids":["https://orcid.org/0000-0003-1089-2981"]},"institutions":[{"id":"https://openalex.org/I4210090167","display_name":"Noordwest Ziekenhuisgroep","ror":"https://ror.org/00bc64s87","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210090167"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Remco J.J. Knol","raw_affiliation_strings":["Department of Nuclear Medicine, Cardiac Imaging Division Alkmaar, Northwest Clinics, Alkmaar, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, Cardiac Imaging Division Alkmaar, Northwest Clinics, Alkmaar, The Netherlands","institution_ids":["https://openalex.org/I4210090167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109386424","display_name":"Friso Martijn van der Zant","orcid":"https://orcid.org/0000-0001-7478-2330","observed_orcids":["https://orcid.org/0000-0001-7478-2330"]},"institutions":[{"id":"https://openalex.org/I4210090167","display_name":"Noordwest Ziekenhuisgroep","ror":"https://ror.org/00bc64s87","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210090167"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Friso M. van der Zant","raw_affiliation_strings":["Department of Nuclear Medicine, Cardiac Imaging Division Alkmaar, Northwest Clinics, Alkmaar, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, Cardiac Imaging Division Alkmaar, Northwest Clinics, Alkmaar, The Netherlands","institution_ids":["https://openalex.org/I4210090167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039782389","display_name":"Folkert Wouter Asselbergs","orcid":"https://orcid.org/0000-0002-1692-8669","observed_orcids":["https://orcid.org/0000-0002-1692-8669"]},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Folkert W. Asselbergs","raw_affiliation_strings":["Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353","https://openalex.org/I3018483916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018149893","display_name":"Pim van der Harst","orcid":"https://orcid.org/0000-0002-2713-686X","observed_orcids":["https://orcid.org/0000-0002-2713-686X"]},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pim van der Harst","raw_affiliation_strings":["Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands","Department of Cardiology, University Medical Center Groningen, University of Groningen, 9700 RB, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353","https://openalex.org/I3018483916"]},{"raw_affiliation_string":"Department of Cardiology, University Medical Center Groningen, University of Groningen, 9700 RB, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024849147","display_name":"Luis Eduardo Ju\u00e1rez\u2010Orozco","orcid":"https://orcid.org/0000-0001-6798-7864","observed_orcids":["https://orcid.org/0000-0001-6798-7864"]},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Luis Eduardo Juarez-Orozco","raw_affiliation_strings":["Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands. l.e.juarez.orozco@gmail.com","Department of Cardiology, University Medical Center Groningen, University of Groningen, 9700 RB, Groningen, The Netherlands. l.e.juarez.orozco@gmail.com","Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands. l.e.juarez.orozco@gmail.com","institution_ids":["https://openalex.org/I193662353","https://openalex.org/I3018483916"]},{"raw_affiliation_string":"Department of Cardiology, University Medical Center Groningen, University of Groningen, 9700 RB, Groningen, The Netherlands. l.e.juarez.orozco@gmail.com","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]},{"raw_affiliation_string":"Department of Cardiology, Division of Heart & Lungs, University Medical Center Utrecht, University of Utrecht, Heidelberglaan 1, Box 30.001, 9700RB, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353","https://openalex.org/I3018483916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024849147"],"corresponding_institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384","https://openalex.org/I193662353","https://openalex.org/I3018483916"],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":{"value":4190,"currency":"USD","value_usd":4190},"fwci":1.5336,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.79766955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"29","issue":"6","first_page":"3300","last_page":"3310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9595000147819519,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9595000147819519,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.024000000208616257,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.0052999998442828655,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/myocardial-blood-flow","display_name":"myocardial blood flow","score":0.7609999775886536},{"id":"https://openalex.org/keywords/myocardial-flow-reserve","display_name":"myocardial flow reserve","score":0.953000009059906},{"id":"https://openalex.org/keywords/pet-myocardial-perfusion-imaging","display_name":"PET myocardial perfusion imaging","score":0.878000020980835},{"id":"https://openalex.org/keywords/polar-maps","display_name":"polar maps","score":0.7419999837875366},{"id":"https://openalex.org/keywords/cardiovascular-risk-factors","display_name":"cardiovascular risk factors","score":0.8360000252723694},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"multi-task learning","score":0.6470000147819519},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.875},{"id":"https://openalex.org/keywords/sex-classification","display_name":"sex classification","score":0.7910000085830688},{"id":"https://openalex.org/keywords/smoking-detection","display_name":"smoking detection","score":0.8870000243186951},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"diabetes mellitus","score":0.7699999809265137},{"id":"https://openalex.org/keywords/hypertension","display_name":"hypertension","score":0.9649999737739563},{"id":"https://openalex.org/keywords/dyslipidemia","display_name":"dyslipidemia","score":0.925000011920929},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.640999972820282}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.9014981985092163},{"id":"https://openalex.org/C2778096610","wikidata":"https://www.wikidata.org/wiki/Q1476525","display_name":"Dyslipidemia","level":3,"score":0.8205642700195312},{"id":"https://openalex.org/C2778405248","wikidata":"https://www.wikidata.org/wiki/Q1956679","display_name":"Myocardial perfusion imaging","level":3,"score":0.6425838470458984},{"id":"https://openalex.org/C2775842073","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Positron emission tomography","level":2,"score":0.6056227684020996},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.584241509437561},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.5693408250808716},{"id":"https://openalex.org/C146957229","wikidata":"https://www.wikidata.org/wiki/Q1266915","display_name":"Perfusion","level":2,"score":0.5529968738555908},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.546546459197998},{"id":"https://openalex.org/C76318530","wikidata":"https://www.wikidata.org/wiki/Q16833590","display_name":"Area under the curve","level":2,"score":0.5356912612915039},{"id":"https://openalex.org/C135691158","wikidata":"https://www.wikidata.org/wiki/Q7168308","display_name":"Perfusion scanning","level":3,"score":0.4136219620704651},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3355264663696289},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2844315767288208},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.07816615700721741}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003326","descriptor_name":"Coronary Circulation","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":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053805","descriptor_name":"Fractional Flow Reserve, Myocardial","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D055414","descriptor_name":"Myocardial Perfusion Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":8,"locations":[{"id":"doi:10.1007/s12350-022-02920-x","doi":"https://doi.org/10.1007/s12350-022-02920-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12350-022-02920-x","pdf_url":"https://www.journalofnuclearcardiology.org/article/S1071-3581(23)00700-6/pdf","source":{"id":"https://openalex.org/S40505786","display_name":"Journal of Nuclear Cardiology","issn_l":"1071-3581","issn":["1071-3581","1532-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Nuclear Cardiology","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9834343","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9834343","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J Nucl Cardiol","raw_type":"Text"},{"id":"pmid:35274211","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35274211","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":"Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology","raw_type":"Journal Article"},{"id":"pmh:oai:pure.amsterdamumc.nl:openaire/d9c6f75b-b422-4de8-9f21-8d01c21b2411","doi":null,"is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/d9c6f75b-b422-4de8-9f21-8d01c21b2411","pdf_url":null,"source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Yeung, M W, Benjamins, J W, Knol, R J J, van der Zant, F M, Asselbergs, F W, van der Harst, P & Juarez-Orozco, L E 2022, 'Multi-task Deep Learning of Myocardial Blood Flow and Cardiovascular Risk Traits from PET Myocardial Perfusion Imaging', Journal of nuclear cardiology, vol. 29, no. 6, pp. 3300-3310. https://doi.org/10.1007/s12350-022-02920-x","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/30481436-cea7-4da5-a0e2-995f00ee4828","doi":null,"is_oa":true,"landing_page_url":"https://pure.amc.nl/en/publications/multitask-deep-learning-of-myocardial-blood-flow-and-cardiovascular-risk-traits-from-pet-myocardial-perfusion-imaging(30481436-cea7-4da5-a0e2-995f00ee4828).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of nuclear cardiology, 29(6), 3300 - 3310. Springer New York","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dspace.library.uu.nl:1874/446405","doi":null,"is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/446405","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:pure.rug.nl:openaire/9246753b-5175-4079-874a-d12a0da8f198","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/9246753b-5175-4079-874a-d12a0da8f198","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Yeung, M W, Benjamins, J W, Knol, R J J, van der Zant, F M, Asselbergs, F W, van der Harst, P & Juarez-Orozco, L E 2022, 'Multi-task Deep Learning of Myocardial Blood Flow and Cardiovascular Risk Traits from PET Myocardial Perfusion Imaging', Journal of Nuclear Cardiology, vol. 29, pp. 3300\u20133310. https://doi.org/10.1007/s12350-022-02920-x","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:rug:oai:pure.rug.nl:publications/9246753b-5175-4079-874a-d12a0da8f198","doi":null,"is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/9246753b-5175-4079-874a-d12a0da8f198","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Journal of Nuclear Cardiology, 29. SPRINGER","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s12350-022-02920-x","doi":"https://doi.org/10.1007/s12350-022-02920-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12350-022-02920-x","pdf_url":"https://www.journalofnuclearcardiology.org/article/S1071-3581(23)00700-6/pdf","source":{"id":"https://openalex.org/S40505786","display_name":"Journal of Nuclear Cardiology","issn_l":"1071-3581","issn":["1071-3581","1532-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Nuclear Cardiology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.98580002784729}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220977779.pdf","grobid_xml":"https://content.openalex.org/works/W4220977779.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W1973612555","https://openalex.org/W2341083347","https://openalex.org/W2549857822","https://openalex.org/W2557738935","https://openalex.org/W2581082771","https://openalex.org/W2616247523","https://openalex.org/W2752747624","https://openalex.org/W2779194250","https://openalex.org/W2789532252","https://openalex.org/W2803760365","https://openalex.org/W2804881694","https://openalex.org/W2805348764","https://openalex.org/W2889242407","https://openalex.org/W2970971581","https://openalex.org/W3011371150","https://openalex.org/W3037970203","https://openalex.org/W4254370992","https://openalex.org/W7073805911"],"related_works":["https://openalex.org/W3107400284","https://openalex.org/W3045745030","https://openalex.org/W2889137400","https://openalex.org/W3170497275","https://openalex.org/W4296514530","https://openalex.org/W3128714947","https://openalex.org/W7212021827","https://openalex.org/W4409922597","https://openalex.org/W4415716988","https://openalex.org/W3080851354"],"abstract_inverted_index":{"BACKGROUND:":[0],"Advanced":[1],"cardiac":[2],"imaging":[3],"with":[4,46],"positron":[5],"emission":[6],"tomography":[7],"(PET)":[8],"is":[9,197],"a":[10,47,95],"powerful":[11],"tool":[12],"for":[13,127,187],"the":[14,26,79,100,109,128,135,139,163,188,218],"evaluation":[15,189],"of":[16,112,130,141,153,165,171,190],"known":[17],"or":[18],"suspected":[19],"cardiovascular":[20,66,131,207],"disease.":[21],"Deep":[22],"learning":[23,49],"(DL)":[24],"offers":[25],"possibility":[27],"to":[28,33,51,64,199],"abstract":[29],"highly":[30],"complex":[31],"patterns":[32],"optimize":[34],"classification":[35,129],"and":[36,76,173,179,214],"prediction":[37],"tasks.":[38],"METHODS":[39],"AND":[40],"RESULTS:":[41],"We":[42],"utilized":[43],"DL":[44,107,126,186],"models":[45],"multi-task":[48],"approach":[50],"identify":[52,200],"an":[53,117,156,201],"impaired":[54,118,202],"myocardial":[55,84,193],"flow":[56],"reserve":[57,121],"(MFR":[58],"<2.0":[59],"ml/g/min)":[60],"as":[61,63,204,206,211],"well":[62,205],"classify":[65],"risk":[67,132,208],"traits":[68,209],"(factors),":[69],"namely":[70],"sex,":[71,212],"diabetes,":[72],"arterial":[73,174],"hypertension,":[74],"dyslipidemia":[75,172],"smoking":[77,154,213],"at":[78,217],"individual-patient":[80,219],"level":[81],"from":[82,143,162],"PET":[83,192],"perfusion":[85,122,194],"polar":[86,123,145,167,195],"maps":[87,146,196],"using":[88],"transfer":[89],"learning.":[90],"Performance":[91],"was":[92,180],"assessed":[93],"on":[94],"hold-out":[96],"test":[97],"set":[98],"through":[99],"area":[101],"under":[102],"receiver":[103],"operating":[104],"curve":[105],"(AUC).":[106],"achieved":[108,155],"highest":[110,136],"AUC":[111,157],"0.94":[113],"[0.87-0.98]":[114],"in":[115,120,138],"classifying":[116],"MFR":[119,203],"maps.":[124,168],"Fine-tuned":[125],"factors":[133],"yielded":[134],"performance":[137,178],"identification":[140,170],"sex":[142],"stress":[144],"(AUC":[147],"=":[148,158],"0.81":[149],"[0.73,":[150],"0.88]).":[151],"Identification":[152],"0.71":[159],"[0.58,":[160],"0.85]":[161],"analysis":[164],"rest":[166],"The":[169],"hypertension":[175],"showed":[176],"poor":[177],"not":[181],"statistically":[182],"significant.":[183],"CONCLUSION:":[184],"Multi-task":[185],"quantitative":[191],"able":[198],"such":[210],"possibly":[215],"diabetes":[216],"level.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-04-03T00:00:00"}