{"id":"https://openalex.org/W4409865974","doi":"https://doi.org/10.1007/978-3-031-87756-8_12","title":"Coronary Artery Calcium Scoring from\u00a0Non-contrast Cardiac CT Using Deep Learning with External Validation","display_name":"Coronary Artery Calcium Scoring from\u00a0Non-contrast Cardiac CT Using Deep Learning with External Validation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409865974","doi":"https://doi.org/10.1007/978-3-031-87756-8_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-87756-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87756-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5071501935","display_name":"Hyunho Mo","orcid":"https://orcid.org/0000-0002-6497-2250"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Hyunho Mo","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-6497-2250","affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I2801952686","https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089667544","display_name":"Dani\u00ebl Bos","orcid":"https://orcid.org/0000-0001-8979-2603"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Daniel Bos","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8979-2603","affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I2801952686","https://openalex.org/I913958620"]},{"raw_affiliation_string":"Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I2801952686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066703087","display_name":"Maryam Kavousi","orcid":"https://orcid.org/0000-0001-5976-6519"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maryam Kavousi","raw_affiliation_strings":["Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5976-6519","affiliations":[{"raw_affiliation_string":"Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I2801952686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027281444","display_name":"Maarten J.G. Leening","orcid":"https://orcid.org/0000-0002-4143-4839"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maarten J. G. Leening","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","Department of Cardiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4143-4839","affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I2801952686","https://openalex.org/I913958620"]},{"raw_affiliation_string":"Department of Cardiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I2801952686"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026207242","display_name":"Esther E. Bron","orcid":"https://orcid.org/0000-0002-5778-9263"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Esther E. Bron","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-5778-9263","affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Departments of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I2801952686","https://openalex.org/I913958620"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071501935"],"corresponding_institution_ids":["https://openalex.org/I2801952686","https://openalex.org/I913958620"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21012238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9986000061035156,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9843000173568726,"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/computer-science","display_name":"Computer science","score":0.6907137632369995},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.6528018712997437},{"id":"https://openalex.org/keywords/coronary-artery-calcium","display_name":"Coronary artery calcium","score":0.555655837059021},{"id":"https://openalex.org/keywords/calcium","display_name":"Calcium","score":0.4767259657382965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4293578863143921},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41041678190231323},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.29089823365211487},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2030358612537384},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.18080934882164001}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6907137632369995},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.6528018712997437},{"id":"https://openalex.org/C2994533308","wikidata":"https://www.wikidata.org/wiki/Q5629407","display_name":"Coronary artery calcium","level":3,"score":0.555655837059021},{"id":"https://openalex.org/C519063684","wikidata":"https://www.wikidata.org/wiki/Q706","display_name":"Calcium","level":2,"score":0.4767259657382965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4293578863143921},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41041678190231323},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.29089823365211487},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2030358612537384},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.18080934882164001}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-87756-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87756-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.eur.nl:openaire_cris_publications/12002668-82df-4939-9921-e3e693d7aa15","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/12002668-82df-4939-9921-e3e693d7aa15","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mo, H, Bos, D, Kavousi, M, Leening, M J G & Bron, E E 2025, 'Coronary Artery Calcium Scoring from\u00a0Non-contrast Cardiac CT Using Deep Learning with External Validation', Lecture Notes in Computer Science, vol. 15448, pp. 122-131. https://doi.org/10.1007/978-3-031-87756-8_12","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W87689928","https://openalex.org/W1901129140","https://openalex.org/W2036175283","https://openalex.org/W2048530377","https://openalex.org/W2112410158","https://openalex.org/W2115232093","https://openalex.org/W2117539524","https://openalex.org/W2153785016","https://openalex.org/W2746232387","https://openalex.org/W2765669952","https://openalex.org/W2801486783","https://openalex.org/W2982083293","https://openalex.org/W3105151194","https://openalex.org/W3113178943","https://openalex.org/W3164278751","https://openalex.org/W3169606919","https://openalex.org/W3197233987","https://openalex.org/W4206703572","https://openalex.org/W4225140233","https://openalex.org/W4294090766","https://openalex.org/W4391606021","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}