{"id":"https://openalex.org/W4407930349","doi":"https://doi.org/10.5220/0013245600003911","title":"Machine Learning-Based Prediction of Key Genes Correlated to the Subretinal Lesion Severity in a Mouse Model of Age-Related Macular Degeneration","display_name":"Machine Learning-Based Prediction of Key Genes Correlated to the Subretinal Lesion Severity in a Mouse Model of Age-Related Macular Degeneration","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407930349","doi":"https://doi.org/10.5220/0013245600003911"},"language":"en","primary_location":{"id":"doi:10.5220/0013245600003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013245600003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013245600003911","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060180410","display_name":"Kuan Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kuan Yan","raw_affiliation_strings":["Discipline of Business Analytics, Business School, The University of Sydney, Camperdown, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Business Analytics, Business School, The University of Sydney, Camperdown, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081201122","display_name":"Zhuowei Yu","orcid":"https://orcid.org/0000-0002-9152-6491"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I4210166576","display_name":"First Affiliated Hospital Zhejiang University","ror":"https://ror.org/05m1p5x56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210166576"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Yue Zeng","raw_affiliation_strings":["Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, Zhejiang Province, China","Macula Research Group, Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210166576"]},{"raw_affiliation_string":"Macula Research Group, Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058214494","display_name":"Dai Shi","orcid":"https://orcid.org/0000-0003-3903-5713"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dai Shi","raw_affiliation_strings":["Discipline of Business Analytics, Business School, The University of Sydney, Camperdown, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Business Analytics, Business School, The University of Sydney, Camperdown, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458340","display_name":"Ting Zhang","orcid":"https://orcid.org/0000-0002-9089-6036"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ting Zhang","raw_affiliation_strings":["Macula Research Group, Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macula Research Group, Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084438906","display_name":"Dmytro Matsypura","orcid":"https://orcid.org/0000-0002-0824-4558"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dmytro Matsypura","raw_affiliation_strings":["Discipline of Business Analytics, Business School, The University of Sydney, Camperdown, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Business Analytics, Business School, The University of Sydney, Camperdown, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001215128","display_name":"Mark C. Gillies","orcid":"https://orcid.org/0000-0001-8580-0274"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mark Gillies","raw_affiliation_strings":["Macula Research Group, Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macula Research Group, Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101586209","display_name":"Ling Zhu","orcid":"https://orcid.org/0000-0003-0776-1630"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ling Zhu","raw_affiliation_strings":["Macula Research Group, Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macula Research Group, Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015817857","display_name":"Junbin Gao","orcid":"https://orcid.org/0000-0001-9803-0256"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Junbin Gao","raw_affiliation_strings":["Discipline of Business Analytics, Business School, The University of Sydney, Camperdown, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Business Analytics, Business School, The University of Sydney, Camperdown, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0182,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72663031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"627","last_page":"637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.8539999723434448,"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":0.8539999723434448,"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/macular-degeneration","display_name":"Macular degeneration","score":0.8254276514053345},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6411380171775818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5864541530609131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4824941158294678},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4699172079563141},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.46185198426246643},{"id":"https://openalex.org/keywords/retina","display_name":"Retina","score":0.4601844251155853},{"id":"https://openalex.org/keywords/degeneration","display_name":"Degeneration (medical)","score":0.4181072413921356},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.35197532176971436},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3340287208557129},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32914572954177856},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28698447346687317},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2441125214099884},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.23473182320594788},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.16887545585632324},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15513020753860474}],"concepts":[{"id":"https://openalex.org/C2776403814","wikidata":"https://www.wikidata.org/wiki/Q27429789","display_name":"Macular degeneration","level":2,"score":0.8254276514053345},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6411380171775818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5864541530609131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4824941158294678},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4699172079563141},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.46185198426246643},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.4601844251155853},{"id":"https://openalex.org/C2779354088","wikidata":"https://www.wikidata.org/wiki/Q15467261","display_name":"Degeneration (medical)","level":2,"score":0.4181072413921356},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.35197532176971436},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3340287208557129},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32914572954177856},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28698447346687317},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2441125214099884},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.23473182320594788},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.16887545585632324},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15513020753860474},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0013245600003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013245600003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0013245600003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013245600003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3041046439","https://openalex.org/W2994531931","https://openalex.org/W4386789577","https://openalex.org/W4360991425","https://openalex.org/W2049145612","https://openalex.org/W4246192989","https://openalex.org/W2992454348","https://openalex.org/W2321279150","https://openalex.org/W2992711016","https://openalex.org/W760317510"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
