{"id":"https://openalex.org/W2995873138","doi":"https://doi.org/10.1007/978-3-658-29267-6_42","title":"Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans","display_name":"Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2995873138","doi":"https://doi.org/10.1007/978-3-658-29267-6_42","mag":"2995873138"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-29267-6_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-29267-6_42","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1912.06417","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042068959","display_name":"Felix Denzinger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthcare (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]},{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Felix Denzinger","raw_affiliation_strings":["Computed Tomography, Siemens Healthineers, Forchheim, Deutschland","Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Deutschland","University of Erlangen Nuremberg"],"affiliations":[{"raw_affiliation_string":"Computed Tomography, Siemens Healthineers, Forchheim, Deutschland","institution_ids":["https://openalex.org/I4210153902"]},{"raw_affiliation_string":"Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Deutschland","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"University of Erlangen Nuremberg","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037921616","display_name":"Michael Wels","orcid":"https://orcid.org/0000-0002-1239-1243"},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthcare (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Wels","raw_affiliation_strings":["Computed Tomography, Siemens Healthineers, Forchheim, Deutschland"],"affiliations":[{"raw_affiliation_string":"Computed Tomography, Siemens Healthineers, Forchheim, Deutschland","institution_ids":["https://openalex.org/I4210153902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025681380","display_name":"Katharina Breininger","orcid":"https://orcid.org/0000-0001-7600-5869"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Breininger","raw_affiliation_strings":["Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Deutschland","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014712957","display_name":"Anika Reidelsh\u00f6fer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132578","display_name":"University Hospital Frankfurt","ror":"https://ror.org/03f6n9m15","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210132578"]},{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anika Reidelsh\u00f6fer","raw_affiliation_strings":["University Clinic Frankfurt, Frankfurt am Main, Deutschland"],"affiliations":[{"raw_affiliation_string":"University Clinic Frankfurt, Frankfurt am Main, Deutschland","institution_ids":["https://openalex.org/I4210132578","https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109454158","display_name":"J. Eckert","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089193","display_name":"Cardiovascular Center Bethanien","ror":"https://ror.org/00bypm595","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210089193"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joachim Eckert","raw_affiliation_strings":["Cardioangiological Centrum Bethanien, Frankfurt am Main, Deutschland"],"affiliations":[{"raw_affiliation_string":"Cardioangiological Centrum Bethanien, Frankfurt am Main, Deutschland","institution_ids":["https://openalex.org/I4210089193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064451296","display_name":"Michael S\u00fchling","orcid":"https://orcid.org/0000-0002-1060-3759"},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthcare (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael S\u00fchling","raw_affiliation_strings":["Computed Tomography, Siemens Healthineers, Forchheim, Deutschland"],"affiliations":[{"raw_affiliation_string":"Computed Tomography, Siemens Healthineers, Forchheim, Deutschland","institution_ids":["https://openalex.org/I4210153902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001814391","display_name":"Axel Schmermund","orcid":"https://orcid.org/0000-0002-4877-8132"},"institutions":[{"id":"https://openalex.org/I4210089193","display_name":"Cardiovascular Center Bethanien","ror":"https://ror.org/00bypm595","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210089193"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Axel Schmermund","raw_affiliation_strings":["Cardioangiological Centrum Bethanien, Frankfurt am Main, Deutschland"],"affiliations":[{"raw_affiliation_string":"Cardioangiological Centrum Bethanien, Frankfurt am Main, Deutschland","institution_ids":["https://openalex.org/I4210089193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101619735","display_name":"Andreas Maier","orcid":"https://orcid.org/0000-0002-9550-5284"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Maier","raw_affiliation_strings":["Lehrstuhl f\u00fcr Mustererkennung, Friedrich-Alexander-Universit\u00e4t, Erlangen, Germany","Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Deutschland"],"affiliations":[{"raw_affiliation_string":"Lehrstuhl f\u00fcr Mustererkennung, Friedrich-Alexander-Universit\u00e4t, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Deutschland","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5042068959"],"corresponding_institution_ids":["https://openalex.org/I181369854","https://openalex.org/I4210153902"],"apc_list":null,"apc_paid":null,"fwci":2.0545,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80347116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"193","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9984999895095825,"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/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9948999881744385,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7024391889572144},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6267586350440979},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5811514854431152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5431957840919495},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5264200568199158},{"id":"https://openalex.org/keywords/fractional-flow-reserve","display_name":"Fractional flow reserve","score":0.46137914061546326},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3961692452430725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37792354822158813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36515045166015625},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.32232117652893066},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23574233055114746},{"id":"https://openalex.org/keywords/coronary-angiography","display_name":"Coronary angiography","score":0.08212858438491821}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7024391889572144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6267586350440979},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5811514854431152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5431957840919495},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5264200568199158},{"id":"https://openalex.org/C2777987666","wikidata":"https://www.wikidata.org/wiki/Q1440572","display_name":"Fractional flow reserve","level":4,"score":0.46137914061546326},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3961692452430725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37792354822158813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36515045166015625},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.32232117652893066},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23574233055114746},{"id":"https://openalex.org/C3019004856","wikidata":"https://www.wikidata.org/wiki/Q42297149","display_name":"Coronary angiography","level":3,"score":0.08212858438491821},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-658-29267-6_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-29267-6_42","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1912.06417","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.06417","pdf_url":"https://arxiv.org/pdf/1912.06417","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2995873138","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1912.06417.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1912.06417","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1912.06417","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1912.06417","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.06417","pdf_url":"https://arxiv.org/pdf/1912.06417","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W127494906","https://openalex.org/W1909952827","https://openalex.org/W2130153488","https://openalex.org/W2154634442","https://openalex.org/W2194775991","https://openalex.org/W2518912440","https://openalex.org/W2886584550","https://openalex.org/W2979569943","https://openalex.org/W2980236582","https://openalex.org/W3098809754","https://openalex.org/W3106532721"],"related_works":["https://openalex.org/W3013336837","https://openalex.org/W3106532721","https://openalex.org/W2335916523","https://openalex.org/W3130161177","https://openalex.org/W2899743512","https://openalex.org/W3117335773","https://openalex.org/W3091360126","https://openalex.org/W3159513182","https://openalex.org/W2884216444","https://openalex.org/W3179311637","https://openalex.org/W2963565281","https://openalex.org/W3015957774","https://openalex.org/W2900351888","https://openalex.org/W3103051204","https://openalex.org/W3042456096","https://openalex.org/W3023085166","https://openalex.org/W2809941431","https://openalex.org/W3103507112","https://openalex.org/W3185097911","https://openalex.org/W2002963704"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
