{"id":"https://openalex.org/W4399187015","doi":"https://doi.org/10.1007/978-3-031-61137-7_12","title":"Deep Learning-Based Classification of\u00a0Invasive Coronary Angiographies with\u00a0Different Patch-Generation Techniques","display_name":"Deep Learning-Based Classification of\u00a0Invasive Coronary Angiographies with\u00a0Different Patch-Generation Techniques","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399187015","doi":"https://doi.org/10.1007/978-3-031-61137-7_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-61137-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-61137-7_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/A5069318849","display_name":"Ariadna Jim\u00e9nez\u2010Partinen","orcid":"https://orcid.org/0000-0002-4668-2946"},"institutions":[{"id":"https://openalex.org/I4210149999","display_name":"Andalusian Centre for Nanomedicine and Biotechnology","ror":"https://ror.org/04enqja79","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210149999"]},{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ariadna Jim\u00e9nez-Partinen","raw_affiliation_strings":["Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, Malaga, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4668-2946","affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain","institution_ids":["https://openalex.org/I4210164724","https://openalex.org/I4210149999"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085558846","display_name":"Esteban J. Palomo","orcid":"https://orcid.org/0000-0002-8547-9393"},"institutions":[{"id":"https://openalex.org/I4210149999","display_name":"Andalusian Centre for Nanomedicine and Biotechnology","ror":"https://ror.org/04enqja79","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210149999"]},{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Esteban J. Palomo","raw_affiliation_strings":["Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, Malaga, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8547-9393","affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain","institution_ids":["https://openalex.org/I4210164724","https://openalex.org/I4210149999"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078854559","display_name":"Karl Thurnhofer\u2010Hemsi","orcid":"https://orcid.org/0000-0001-6519-1213"},"institutions":[{"id":"https://openalex.org/I2801357902","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886","country_code":"ES","type":"funder","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210149999","display_name":"Andalusian Centre for Nanomedicine and Biotechnology","ror":"https://ror.org/04enqja79","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210149999"]},{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Karl Thurnhofer-Hemsi","raw_affiliation_strings":["Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Avenida Monforte de Lemos, 3-5. Pabell\u00f3n 11. Planta 0, 28029, Madrid, Spain","Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, Malaga, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6519-1213","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Avenida Monforte de Lemos, 3-5. Pabell\u00f3n 11. Planta 0, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I2801357902"]},{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain","institution_ids":["https://openalex.org/I4210164724","https://openalex.org/I4210149999"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090372223","display_name":"Jorge Rodr\u00edguez\u2010Capit\u00e1n","orcid":"https://orcid.org/0000-0001-6650-6264"},"institutions":[{"id":"https://openalex.org/I2801357902","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886","country_code":"ES","type":"funder","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210149999","display_name":"Andalusian Centre for Nanomedicine and Biotechnology","ror":"https://ror.org/04enqja79","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210149999"]},{"id":"https://openalex.org/I4210157481","display_name":"Hospital Cl\u00ednico Universitario Virgen de la Victoria","ror":"https://ror.org/05xxs2z38","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I158283456","https://openalex.org/I4210157481"]},{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Rodr\u00edguez-Capit\u00e1n","raw_affiliation_strings":["Cardiology Deparment, Hospital Universitario Virgen de la Victoria, 29010, Malaga, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Avenida Monforte de Lemos, 3-5. Pabell\u00f3n 11. Planta 0, 28029, Madrid, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6650-6264","affiliations":[{"raw_affiliation_string":"Cardiology Deparment, Hospital Universitario Virgen de la Victoria, 29010, Malaga, Spain","institution_ids":["https://openalex.org/I4210157481"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Avenida Monforte de Lemos, 3-5. Pabell\u00f3n 11. Planta 0, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I2801357902"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain","institution_ids":["https://openalex.org/I4210164724","https://openalex.org/I4210149999"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026588200","display_name":"Ana Isabel Molina-Ramos","orcid":"https://orcid.org/0000-0002-0735-9417"},"institutions":[{"id":"https://openalex.org/I2801357902","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886","country_code":"ES","type":"funder","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210149999","display_name":"Andalusian Centre for Nanomedicine and Biotechnology","ror":"https://ror.org/04enqja79","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210149999"]},{"id":"https://openalex.org/I4210157481","display_name":"Hospital Cl\u00ednico Universitario Virgen de la Victoria","ror":"https://ror.org/05xxs2z38","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I158283456","https://openalex.org/I4210157481"]},{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana I. Molina-Ramos","raw_affiliation_strings":["Cardiology Deparment, Hospital Universitario Virgen de la Victoria, 29010, Malaga, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Avenida Monforte de Lemos, 3-5. Pabell\u00f3n 11. Planta 0, 28029, Madrid, Spain","Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0735-9417","affiliations":[{"raw_affiliation_string":"Cardiology Deparment, Hospital Universitario Virgen de la Victoria, 29010, Malaga, Spain","institution_ids":["https://openalex.org/I4210157481"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Avenida Monforte de Lemos, 3-5. Pabell\u00f3n 11. Planta 0, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I2801357902"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, C/ Severo Ochoa, 35, M\u00e1laga TechPark, 29590, Malaga, Spain","institution_ids":["https://openalex.org/I4210164724","https://openalex.org/I4210149999"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069318849"],"corresponding_institution_ids":["https://openalex.org/I4210149999","https://openalex.org/I4210164724","https://openalex.org/I82767444"],"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":0.22863535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9771000146865845,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9771000146865845,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9449999928474426,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9438999891281128,"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":0.7909746766090393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5345408320426941},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4639403820037842}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7909746766090393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5345408320426941},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4639403820037842}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-61137-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-61137-7_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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2024866658","https://openalex.org/W2076554050","https://openalex.org/W2622826443","https://openalex.org/W2771435365","https://openalex.org/W2784652774","https://openalex.org/W2966312603","https://openalex.org/W3004659170","https://openalex.org/W3007943565","https://openalex.org/W3074741277","https://openalex.org/W3118577024","https://openalex.org/W3134475970","https://openalex.org/W3138657460","https://openalex.org/W3143802587","https://openalex.org/W3157093734","https://openalex.org/W3157246375","https://openalex.org/W4200328632","https://openalex.org/W4200616570","https://openalex.org/W4221016629","https://openalex.org/W4281551949","https://openalex.org/W4283790363","https://openalex.org/W4297509475","https://openalex.org/W4380480143","https://openalex.org/W4391109864"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}