{"doi":"10.3788/lop220794","title":"眼底OCT图像的公共数据获取及其分析算法","abstract":"眼底疾病是致盲的主要原因之一。借助光学相干层析成像技术（OCT），可实现早期眼底疾病的发现和及时治疗，是预防失明的有效手段。为缓解医生的阅片压力，计算机辅助诊断技术逐渐受到关注。然而，受限于眼底OCT数据的隐私性，计算机辅助技术的研究者无法获取数据来开展工作。针对该现状，检索梳理了8个免费的公开的眼底OCT数据库，对涉及的典型眼底疾病的OCT图像特征进行解释，并筛选出64篇基于这些数据做计算机辅助算法的文献，分类阐述了这些工作的贡献。为真正实现计算机辅助技术在眼底疾病早期诊断的临床应用，未来还可以从提高眼底OCT图像的高精度分类的稳定性可重复性和泛化能力、提高对眼底OCT图像的分割能力、提高计算机辅助算法的可解释性三方面进行努力。","journal":"Laser & Optoelectronics Progress","year":2023,"id":408837,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":0.0,"corpus_rank":10062,"citation_count":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":true,"is_dataset_confidence":0.9224,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2023-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1188687,"name":"李珏炜 Li Juewei","orcid":null,"position":1,"is_corresponding":false},{"id":1188688,"name":"高万荣 Gao Wanrong","orcid":null,"position":2,"is_corresponding":false},{"id":1188686,"name":"伍秀玭 Wu Xiupin","orcid":null,"position":0,"is_corresponding":true}],"reference_count":74,"raw_metadata":null,"created_at":"2026-07-19T01:21:22.368387Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}