综述

眼部相关全身疾病的人工智能诊断

Artificial intelligence diagnosis of eye-related systemic diseases

:222-229
 
全身疾病通过一定途径累及眼球,产生眼部病变,这些眼部病变的严重程度与全身疾病的进展密切相关。人工智能(artificial intelligence,AI)通过识别眼部病变,可以实现对全身疾病的评估,从而实现全身疾病早期诊断。检测巩膜黄染程度可评估黄疸;检测眼球后动脉血流动力学可评估肝硬化;检测视盘水肿,黄斑变性可评估慢性肾病(chronic kidney disease,CKD)进展;检测眼底血管损伤可评估糖尿病、高血压、动脉粥样硬化。临床医生可以通过眼部影像评估全身疾病的风险,其准确度依赖于临床医生的经验水平,而AI识别眼部病变评估全身疾病的准确度可与临床医生相媲美,在联合多种检测指标后,AI模型的特异性与敏感度均可得到显著提升,因此,充分利用AI可实现全身疾病的早诊早治。
Systemic diseases affect eyeballs through certain ways, resulting in eye diseases; The severity of eye diseases is closely related to the progress of systemic diseases. By identifying eye diseases, artificial intelligence (AI) can assess systemic diseases, so as to make early diagnosis of systemic diseases. For example, detection of the degree of icteric sclera can be used to assess jaundice. Detection of the hemodynamics of posterior eyeball can be used to evaluate cirrhosis. Detection of optic disc edema and macular degeneration can be used to evaluate the progress of chronic kidney disease (CKD). Detection of ocular fundus vascular injury can be used to assess diabetes, hypertension and atherosclerosis. Clinicians can estimate the risk of systemic diseases through eye images, and its accuracy depends on the experience level of clinicians, while the accuracy of AI in identifying eye diseases and evaluating systemic diseases can be comparable to clinicians. After combining various detection indexes, the specificity and sensitivity of AI model can be significantly improved, so early diagnosis and early treatment of systemic diseases can be realized by making full use of AI.
专家述评

重视全身疾病的眼部表现

Attach importance to ocular manifestations of systemic diseases

:365-370
 
眼可受全身系统性疾病的累及,通过眼部表现可对心血管系统性疾病、神经系统疾病、自身免疫性疾病、感染性疾病及药物相关眼病等全身疾病进行评估、协助诊断和随访观察。重视全身疾病在眼部的表现,对于眼科及相关专业临床诊疗水平的提升具有重要意义。
Eyes can be affected by systemic diseases. Ocular manifestations can be used to evaluate, help to diagnose and observe systemic diseases including cardiovascular diseases, neurological disorders, autoimmune diseases, infectious diseases and drug-related eye diseases. Paying attention to the manifestations of systemic diseases in the eye is of great significance for the improvement of clinical diagnosis and treatment in ophthalmology and related specialties.
其他期刊
  • 眼科学报

    主管:中华人民共和国教育部
    主办:中山大学
    承办:中山大学中山眼科中心
    主编:林浩添
    主管:中华人民共和国教育部
    主办:中山大学
    浏览
  • Eye Science

    主管:中华人民共和国教育部
    主办:中山大学
    承办:中山大学中山眼科中心
    主编:林浩添
    主管:中华人民共和国教育部
    主办:中山大学
    浏览
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出版者信息
中山眼科



中山大学