{"id":"https://openalex.org/W7162815618","doi":"https://doi.org/10.1007/978-3-032-27317-8_10","title":"Impact of\u00a0Preprocessing Algorithms on\u00a0Deep Learning-Driven Stenosis Classification in\u00a0Invasive Coronary Angiography","display_name":"Impact of\u00a0Preprocessing Algorithms on\u00a0Deep Learning-Driven Stenosis Classification in\u00a0Invasive Coronary Angiography","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7162815618","doi":"https://doi.org/10.1007/978-3-032-27317-8_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-27317-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-27317-8_10","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":"conference-paper","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/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ariadna Jim\u00e9nez-Partinen","raw_affiliation_strings":["ITIS Software, University of M\u00e1laga, 29071, M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4668-2946","affiliations":[{"raw_affiliation_string":"ITIS Software, University of M\u00e1laga, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444","https://openalex.org/I97750245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032963762","display_name":"Miguel A. Molina\u2010Cabello","orcid":"https://orcid.org/0000-0002-8929-6017"},"institutions":[{"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"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Molina-Cabello","raw_affiliation_strings":["ITIS Software, University of M\u00e1laga, 29071, M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8929-6017","affiliations":[{"raw_affiliation_string":"ITIS Software, University of M\u00e1laga, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444","https://openalex.org/I97750245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137360628","display_name":"Juan Marques-Garrido","orcid":null},"institutions":[{"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":"Juan Marques-Garrido","raw_affiliation_strings":["Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137356827","display_name":"Mar\u00eda Paulina Ord\u00f3\u00f1ez-Walkowiak","orcid":null},"institutions":[{"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":"Mar\u00eda Paulina Ord\u00f3\u00f1ez-Walkowiak","raw_affiliation_strings":["Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Computer Science, University of M\u00e1laga, Bulevar Louis Pasteur, 35, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"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/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":["IBIMA Plataforma BIONAND, Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga, 29590, M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6650-6264","affiliations":[{"raw_affiliation_string":"IBIMA Plataforma BIONAND, Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga, 29590, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108147204","display_name":"Ana I. Molina-Ramos","orcid":null},"institutions":[{"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":["IBIMA Plataforma BIONAND, Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga, 29590, M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0735-9417","affiliations":[{"raw_affiliation_string":"IBIMA Plataforma BIONAND, Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga, 29590, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111352769","display_name":"Manuel Jim\u00e9nez-Navarro","orcid":null},"institutions":[{"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":"Manuel Jim\u00e9nez-Navarro","raw_affiliation_strings":["IBIMA Plataforma BIONAND, Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga, 29590, M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6759-0514","affiliations":[{"raw_affiliation_string":"IBIMA Plataforma BIONAND, Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga, 29590, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069318849"],"corresponding_institution_ids":["https://openalex.org/I82767444","https://openalex.org/I97750245"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.5249000191688538,"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":0.5249000191688538,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.17419999837875366,"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":0.029200000688433647,"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/preprocessor","display_name":"Preprocessor","score":0.6401000022888184},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5763000249862671},{"id":"https://openalex.org/keywords/adaptive-histogram-equalization","display_name":"Adaptive histogram equalization","score":0.5475000143051147},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5343000292778015},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5013999938964844},{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.43470001220703125},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4237000048160553},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.42250001430511475},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.36059999465942383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6776000261306763},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6401000022888184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5806999802589417},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5763000249862671},{"id":"https://openalex.org/C30387639","wikidata":"https://www.wikidata.org/wiki/Q4680744","display_name":"Adaptive histogram equalization","level":5,"score":0.5475000143051147},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5343000292778015},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5013999938964844},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.43470001220703125},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4253000020980835},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4237000048160553},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.42250001430511475},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37389999628067017},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.36059999465942383},{"id":"https://openalex.org/C2780007028","wikidata":"https://www.wikidata.org/wiki/Q2343082","display_name":"Stenosis","level":2,"score":0.3580999970436096},{"id":"https://openalex.org/C2780643987","wikidata":"https://www.wikidata.org/wiki/Q468414","display_name":"Angiography","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3395000100135803},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3050999939441681},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.29840001463890076},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.29809999465942383},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C3019004856","wikidata":"https://www.wikidata.org/wiki/Q42297149","display_name":"Coronary angiography","level":3,"score":0.28439998626708984},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28189998865127563},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.271699994802475},{"id":"https://openalex.org/C2780400711","wikidata":"https://www.wikidata.org/wiki/Q2008344","display_name":"Percutaneous coronary intervention","level":3,"score":0.2671999931335449},{"id":"https://openalex.org/C2778742706","wikidata":"https://www.wikidata.org/wiki/Q18361829","display_name":"Coronary arteries","level":3,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-27317-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-27317-8_10","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":[{"score":0.6442483067512512,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2076554050","https://openalex.org/W2097117768","https://openalex.org/W2142796063","https://openalex.org/W2194775991","https://openalex.org/W2763112599","https://openalex.org/W2966312603","https://openalex.org/W3004659170","https://openalex.org/W3096903564","https://openalex.org/W4200616570","https://openalex.org/W4283790363","https://openalex.org/W4285802570","https://openalex.org/W4297509475","https://openalex.org/W4312911482","https://openalex.org/W4327576323","https://openalex.org/W4402075485","https://openalex.org/W4403563630"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-05-30T00:00:00"}
