{"id":"https://openalex.org/W4403510218","doi":"https://doi.org/10.1007/978-3-031-74561-4_14","title":"Integrating Deep Learning with\u00a0Fundus and\u00a0Optical Coherence Tomography for\u00a0Cardiovascular Disease Prediction","display_name":"Integrating Deep Learning with\u00a0Fundus and\u00a0Optical Coherence Tomography for\u00a0Cardiovascular Disease Prediction","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403510218","doi":"https://doi.org/10.1007/978-3-031-74561-4_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74561-4_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74561-4_14","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.14423","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042726642","display_name":"Cynthia Maldonado-Garcia","orcid":"https://orcid.org/0000-0002-3179-7070"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Cynthia Maldonado-Garcia","raw_affiliation_strings":["Centre for Computational Imaging and Simulation Technologies in Biomedicine, School of Computing, University of Leeds, Leeds, UK"],"raw_orcid":"https://orcid.org/0000-0002-3179-7070","affiliations":[{"raw_affiliation_string":"Centre for Computational Imaging and Simulation Technologies in Biomedicine, School of Computing, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068193803","display_name":"Arezoo Zakeri","orcid":"https://orcid.org/0000-0002-6011-2333"},"institutions":[{"id":"https://openalex.org/I2799725268","display_name":"Manchester Academic Health Science Centre","ror":"https://ror.org/04rrkhs81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799725268"]},{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arezoo Zakeri","raw_affiliation_strings":["Division of Informatics, Imaging, and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine, and Health, University of Manchester, Manchester, UK"],"raw_orcid":"https://orcid.org/0000-0002-6011-2333","affiliations":[{"raw_affiliation_string":"Division of Informatics, Imaging, and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine, and Health, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I2799725268","https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049192404","display_name":"Alejandro F. Frangi","orcid":"https://orcid.org/0000-0002-2675-528X"},"institutions":[{"id":"https://openalex.org/I2799725268","display_name":"Manchester Academic Health Science Centre","ror":"https://ror.org/04rrkhs81","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799725268"]},{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I4210131968","display_name":"The Christie Hospital","ror":"https://ror.org/03nd63441","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210131968","https://openalex.org/I4210133995"]},{"id":"https://openalex.org/I4210159460","display_name":"NIHR Manchester Biomedical Research Centre","ror":"https://ror.org/05njkjr15","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210159460"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alejandro F. Frangi","raw_affiliation_strings":["Christabel Pankhurst Institute, University of Manchester, Manchester, UK","Division of Informatics, Imaging, and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine, and Health, University of Manchester, Manchester, UK","NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester, UK","School of Computer Science, Faculty of Science and Engineering, University of Manchester, Kilburn Building, Manchester, UK"],"raw_orcid":"https://orcid.org/0000-0002-2675-528X","affiliations":[{"raw_affiliation_string":"Christabel Pankhurst Institute, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I4210131968"]},{"raw_affiliation_string":"Division of Informatics, Imaging, and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine, and Health, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I2799725268","https://openalex.org/I28407311"]},{"raw_affiliation_string":"NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester, UK","institution_ids":["https://openalex.org/I4210159460","https://openalex.org/I2799725268"]},{"raw_affiliation_string":"School of Computer Science, Faculty of Science and Engineering, University of Manchester, Kilburn Building, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073918042","display_name":"Nishant Ravikumar","orcid":"https://orcid.org/0000-0003-0134-107X"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nishant Ravikumar","raw_affiliation_strings":["Centre for Computational Imaging and Simulation Technologies in Biomedicine, School of Computing, University of Leeds, Leeds, UK"],"raw_orcid":"https://orcid.org/0000-0003-0134-107X","affiliations":[{"raw_affiliation_string":"Centre for Computational Imaging and Simulation Technologies in Biomedicine, School of Computing, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042726642"],"corresponding_institution_ids":["https://openalex.org/I130828816"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9990000128746033,"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":0.9990000128746033,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9308000206947327,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9223999977111816,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.8832924365997314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7870497703552246},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.5403753519058228},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5274396538734436},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.4711557626724243},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4223845899105072},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.3666183054447174},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.18499547243118286},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1327521800994873},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05344581604003906}],"concepts":[{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.8832924365997314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7870497703552246},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.5403753519058228},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5274396538734436},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.4711557626724243},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4223845899105072},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.3666183054447174},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.18499547243118286},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1327521800994873},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05344581604003906},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-74561-4_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74561-4_14","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:arXiv.org:2410.14423","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.14423","pdf_url":"https://arxiv.org/pdf/2410.14423","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/5afe691a-3155-4f10-a386-8f4e9f18c19e","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/5afe691a-3155-4f10-a386-8f4e9f18c19e","pdf_url":"https://pure.manchester.ac.uk/ws/files/348100246/2410.14423v1.pdf","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Maldonado-Garcia, C, Zakeri, A, Frangi, A F & Ravikumar, N 2024, Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction. in Lecture Notes in Computer Science : International Workshop on PRedictive Intelligence In MEdicine. vol. 15155, Springer Nature. https://doi.org/10.1007/978-3-031-74561-4_14","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.14423","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.14423","pdf_url":"https://arxiv.org/pdf/2410.14423","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2697468752","display_name":null,"funder_award_id":"CiET1819\\19","funder_id":"https://openalex.org/F4320320005","funder_display_name":"Royal Academy of Engineering"},{"id":"https://openalex.org/G5602567522","display_name":null,"funder_award_id":"EP/Y030494/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320333687","display_name":"Manchester Biomedical Research Centre","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403510218.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W146900863","https://openalex.org/W1983153658","https://openalex.org/W2752747624","https://openalex.org/W2962579127","https://openalex.org/W2966441718","https://openalex.org/W3000593038","https://openalex.org/W3028522870","https://openalex.org/W3101566148","https://openalex.org/W4206961805","https://openalex.org/W4224947621","https://openalex.org/W4376868368","https://openalex.org/W4380986859","https://openalex.org/W4384663506","https://openalex.org/W4385878427","https://openalex.org/W4386697749","https://openalex.org/W4386739097","https://openalex.org/W4390789949","https://openalex.org/W4393335115"],"related_works":["https://openalex.org/W2323668004","https://openalex.org/W2348498086","https://openalex.org/W3093461874","https://openalex.org/W2063232638","https://openalex.org/W1000914229","https://openalex.org/W3021342607","https://openalex.org/W2488331324","https://openalex.org/W970126872","https://openalex.org/W127177386","https://openalex.org/W4308993413"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
