{"id":"https://openalex.org/W4396894280","doi":"https://doi.org/10.1038/s41598-024-61417-4","title":"Cardiac function in a large animal model of myocardial infarction at 7 T: deep learning based automatic segmentation increases reproducibility","display_name":"Cardiac function in a large animal model of myocardial infarction at 7 T: deep learning based automatic segmentation increases reproducibility","publication_year":2024,"publication_date":"2024-05-14","ids":{"openalex":"https://openalex.org/W4396894280","doi":"https://doi.org/10.1038/s41598-024-61417-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/38744988","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11094053"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-024-61417-4","doi":"https://doi.org/10.1038/s41598-024-61417-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-024-61417-4","pdf_url":null,"source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1038/s41598-024-61417-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113160357","display_name":"Alena Kollmann","orcid":"https://orcid.org/0009-0009-4110-1960","observed_orcids":["https://orcid.org/0009-0009-4110-1960"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alena Kollmann","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040223819","display_name":"David Lohr","orcid":"https://orcid.org/0000-0002-6509-3776","observed_orcids":["https://orcid.org/0000-0002-6509-3776"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"David Lohr","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany. Schreiber_L@ukw.de","Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany. Schreiber_L@ukw.de","institution_ids":["https://openalex.org/I4210126310"]},{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004411749","display_name":"Markus Johannes Ankenbrand","orcid":"https://orcid.org/0000-0002-6620-807X","observed_orcids":["https://orcid.org/0000-0002-6620-807X"]},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus J. Ankenbrand","raw_affiliation_strings":["Faculty of Biology, Center for Computational and Theoretical Biology (CCTB), University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Biology, Center for Computational and Theoretical Biology (CCTB), University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036602251","display_name":"Maya Bille","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maya Bille","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081626758","display_name":"Maxim Terekhov","orcid":"https://orcid.org/0000-0001-5617-7751","observed_orcids":["https://orcid.org/0000-0001-5617-7751"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maxim Terekhov","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070085811","display_name":"Michael Hock","orcid":"https://orcid.org/0000-0003-2450-6738","observed_orcids":["https://orcid.org/0000-0003-2450-6738"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Hock","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057851011","display_name":"Ibrahim A. Elabyad","orcid":"https://orcid.org/0000-0002-0408-2942","observed_orcids":["https://orcid.org/0000-0002-0408-2942"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ibrahim Elabyad","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080443528","display_name":"Steffen Baltes","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Baltes","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012871611","display_name":"Theresa Reiter","orcid":"https://orcid.org/0000-0001-8324-1560","observed_orcids":["https://orcid.org/0000-0001-8324-1560"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Theresa Reiter","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","Department of Internal Medicine I, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]},{"raw_affiliation_string":"Department of Internal Medicine I, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072600040","display_name":"Florian Schnitter","orcid":"https://orcid.org/0000-0002-7583-4224","observed_orcids":["https://orcid.org/0000-0002-7583-4224"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Schnitter","raw_affiliation_strings":["Department of Internal Medicine I, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine I, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000096833","display_name":"Wolfgang R. Bauer","orcid":"https://orcid.org/0000-0002-4652-7313","observed_orcids":["https://orcid.org/0000-0002-4652-7313"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang R. Bauer","raw_affiliation_strings":["Department of Internal Medicine I, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine I, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075306769","display_name":"Ulrich Hofmann","orcid":"https://orcid.org/0000-0002-3681-2073","observed_orcids":["https://orcid.org/0000-0002-3681-2073"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulrich Hofmann","raw_affiliation_strings":["Department of Internal Medicine I, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine I, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090027967","display_name":"Wolfgang Schreiber","orcid":"https://orcid.org/0000-0002-8827-1838","observed_orcids":["https://orcid.org/0000-0002-8827-1838"]},"institutions":[{"id":"https://openalex.org/I4210126310","display_name":"Universit\u00e4tsklinikum W\u00fcrzburg","ror":"https://ror.org/03pvr2g57","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210126310"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laura M. Schreiber","raw_affiliation_strings":["Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Comprehensive Heart Failure Center (CHFC), Chair of Molecular and Cellular Imaging, University Hospital W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I4210126310"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040223819"],"corresponding_institution_ids":["https://openalex.org/I4210126310"],"apc_list":{"value":2590,"currency":"USD","value_usd":2590},"apc_paid":{"value":2590,"currency":"USD","value_usd":2590},"fwci":0.4265,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.51809691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"14","issue":"1","first_page":"11009","last_page":"11009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.6128000020980835,"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":0.6128000020980835,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.3253999948501587,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.009600000455975533,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"myocardial infarction","score":0.9789999723434448},{"id":"https://openalex.org/keywords/cardiac-magnetic-resonance","display_name":"cardiac magnetic resonance","score":0.7310000061988831},{"id":"https://openalex.org/keywords/7-t","display_name":"7 T","score":0.5830000042915344},{"id":"https://openalex.org/keywords/deep-learning-segmentation","display_name":"deep learning segmentation","score":0.7120000123977661},{"id":"https://openalex.org/keywords/myocardial-segmentation","display_name":"myocardium segmentation","score":0.7860000133514404},{"id":"https://openalex.org/keywords/ejection-fraction","display_name":"ejection fraction","score":0.7080000042915344},{"id":"https://openalex.org/keywords/large-animal-model","display_name":"large animal model","score":0.6610000133514404},{"id":"https://openalex.org/keywords/pig-model","display_name":"porcine model","score":0.6179999709129333},{"id":"https://openalex.org/keywords/preclinical-imaging","display_name":"small animal imaging","score":0.5799999833106995},{"id":"https://openalex.org/keywords/interobserver-variability","display_name":"interobserver variability","score":0.7519999742507935},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.7829999923706055}],"concepts":[{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.7933695316314697},{"id":"https://openalex.org/C2778921608","wikidata":"https://www.wikidata.org/wiki/Q2002035","display_name":"Ventricle","level":2,"score":0.7618720531463623},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7360355257987976},{"id":"https://openalex.org/C78085059","wikidata":"https://www.wikidata.org/wiki/Q641303","display_name":"Ejection fraction","level":3,"score":0.6959405541419983},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.6863540410995483},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.6577246189117432},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.5551370978355408},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5542876124382019},{"id":"https://openalex.org/C111566952","wikidata":"https://www.wikidata.org/wiki/Q1303462","display_name":"Cardiac function curve","level":3,"score":0.5291674137115479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47914427518844604},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4361759126186371},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42572182416915894},{"id":"https://openalex.org/C89838059","wikidata":"https://www.wikidata.org/wiki/Q623738","display_name":"Coefficient of variation","level":2,"score":0.424238920211792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37624838948249817},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.36237889528274536},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33748921751976013},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3370782434940338},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.22186216711997986},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.18909311294555664},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10587692260742188},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004195","descriptor_name":"Disease Models, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009203","descriptor_name":"Myocardial Infarction","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D013318","descriptor_name":"Stroke Volume","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013552","descriptor_name":"Swine","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":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1038/s41598-024-61417-4","doi":"https://doi.org/10.1038/s41598-024-61417-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-024-61417-4","pdf_url":null,"source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11094053","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11094053","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11094053/pdf/41598_2024_Article_61417.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:38744988","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38744988","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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:opus.bibliothek.uni-wuerzburg.de:39541","doi":null,"is_oa":true,"landing_page_url":"https://opus.bibliothek.uni-wuerzburg.de/frontdoor/index/index/docId/39541","pdf_url":"https://opus.bibliothek.uni-wuerzburg.de/files/39541/41598_2024_Article_61417.pdf","source":{"id":"https://openalex.org/S4306401635","display_name":"Online Publication Service of W\u00fcrzburg University (W\u00fcrzburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I25974101","host_organization_name":"University of W\u00fcrzburg","host_organization_lineage":["https://openalex.org/I25974101"],"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:doaj.org/article:bcf38e5e496f4182ba99254e92a54efa","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/bcf38e5e496f4182ba99254e92a54efa","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41598-024-61417-4","doi":"https://doi.org/10.1038/s41598-024-61417-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-024-61417-4","pdf_url":null,"source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9391000270843506}],"study_designs":[],"awards":[{"id":"https://openalex.org/G6503608855","display_name":null,"funder_award_id":"01E1O1504","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7423854837","display_name":"SFB 1525: Kardioimmune Schnittstellen","funder_award_id":"453989101","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320327217","display_name":"Siemens Healthineers","ror":"https://ror.org/0449c4c15"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396894280.pdf","grobid_xml":"https://content.openalex.org/works/W4396894280.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W566894697","https://openalex.org/W1901129140","https://openalex.org/W1975996464","https://openalex.org/W1995429372","https://openalex.org/W2015795623","https://openalex.org/W2016749496","https://openalex.org/W2035078931","https://openalex.org/W2060292275","https://openalex.org/W2071440601","https://openalex.org/W2089495733","https://openalex.org/W2099257318","https://openalex.org/W2110281714","https://openalex.org/W2115832656","https://openalex.org/W2129655528","https://openalex.org/W2142010016","https://openalex.org/W2164292266","https://openalex.org/W2166173574","https://openalex.org/W2194775991","https://openalex.org/W2269244461","https://openalex.org/W2275733264","https://openalex.org/W2327037637","https://openalex.org/W2397911846","https://openalex.org/W2410660190","https://openalex.org/W2427094903","https://openalex.org/W2547318251","https://openalex.org/W2607116556","https://openalex.org/W2791360967","https://openalex.org/W2803176574","https://openalex.org/W2944902362","https://openalex.org/W3006436762","https://openalex.org/W3008933846","https://openalex.org/W3081989896","https://openalex.org/W3108392885","https://openalex.org/W3162731900","https://openalex.org/W3165494136","https://openalex.org/W3184019768","https://openalex.org/W4210242902","https://openalex.org/W4221055371","https://openalex.org/W4223635542","https://openalex.org/W4290755265","https://openalex.org/W4376615336","https://openalex.org/W4401478512"],"related_works":["https://openalex.org/W4385542996","https://openalex.org/W4414234711","https://openalex.org/W4214895035","https://openalex.org/W4400768891","https://openalex.org/W6894102038","https://openalex.org/W2747032653","https://openalex.org/W4414982744","https://openalex.org/W7117148352","https://openalex.org/W3120031221","https://openalex.org/W7149014667"],"abstract_inverted_index":{"Cardiac":[0],"magnetic":[1],"resonance":[2],"(CMR)":[3],"imaging":[4],"allows":[5],"precise":[6],"non-invasive":[7],"quantification":[8],"of":[9,36,60,156,175,182,187,190],"cardiac":[10,88,157],"function.":[11],"It":[12],"requires":[13],"reliable":[14],"image":[15],"segmentation":[16,35,125],"for":[17,27,34,86,123,196,202],"myocardial":[18,72,124],"tissue.":[19],"Clinically":[20],"used":[21,85],"software":[22],"usually":[23],"offers":[24],"automatic":[25],"approaches":[26],"this":[28],"step.":[29],"These":[30],"are,":[31],"however,":[32],"designed":[33],"human":[37],"images":[38,93,139],"obtained":[39],"at":[40,62],"clinical":[41],"field":[42,55],"strengths.":[43],"They":[44],"reach":[45],"their":[46],"limits":[47],"when":[48],"applied":[49],"to":[50,108],"preclinical":[51,132],"data":[52,135],"and":[53,84,91,100,102,114,140,163,184,200],"ultrahigh":[54],"strength":[56],"(such":[57],"as":[58],"CMR":[59,76],"pigs":[61],"7":[63,133],"T).":[64],"In":[65],"our":[66,131],"study,":[67],"eleven":[68],"animals":[69],"(seven":[70],"with":[71],"infarction)":[73],"underwent":[74],"four":[75],"scans":[77],"each.":[78],"Short-axis":[79],"cine":[80],"stacks":[81],"were":[82,94,105,194],"acquired":[83],"functional":[87,111],"analysis.":[89],"End-systolic":[90],"end-diastolic":[92],"labelled":[95],"manually":[96],"by":[97],"two":[98],"observers":[99],"inter-":[101],"intra-observer":[103],"variability":[104,188],"assessed.":[106],"Aiming":[107],"make":[109],"the":[110,145,197,203],"analysis":[112],"faster":[113],"more":[115],"reproducible,":[116],"an":[117,177],"established":[118],"deep":[119],"learning":[120],"(DL)":[121],"model":[122,146],"in":[126,154],"humans":[127],"was":[128,159],"re-trained":[129],"using":[130],"T":[134],"(n":[136],"=":[137,149],"772":[138],"labels).":[141],"We":[142],"then":[143],"tested":[144],"on":[147],"n":[148],"288":[150],"images.":[151],"Excellent":[152],"agreement":[153],"parameters":[155],"function":[158],"found":[160],"between":[161],"manual":[162],"DL":[164],"segmentation:":[165],"For":[166],"ejection":[167],"fraction":[168],"(EF)":[169],"we":[170],"achieved":[171],"a":[172,185],"Pearson's":[173],"r":[174],"0.95,":[176],"Intraclass":[178],"correlation":[179],"coefficient":[180],"(ICC)":[181],"0.97,":[183],"Coefficient":[186],"(CoV)":[189],"6.6%.":[191],"Dice":[192],"scores":[193],"0.88":[195],"left":[198],"ventricle":[199],"0.84":[201],"myocardium.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-05-15T00:00:00"}