论著

基于眼底图片的5G医疗眼科远程诊断中心的构建与应用

The construction and application of 5G remote ophthalmology diagnosis center based on fundus images

:1-8
 
目的:依托最新的第5代移动通信技术(5th generation wireless systems,5G),构建基于眼底图片的5G医疗眼科远程诊断平台,促进医疗资源上下贯通,提升基层服务能力及医疗服务体系整体效能。方法:基于5G时代医院的信息化发展战略,在海南省卫生健康委员会的资助与指导下,中山大学中山眼科中心海南眼科医院与中国联通通信集团海南有限公司等进行跨行业、多学科的技术力量研究开发,构建5G条件下的平台建设模块和技术路线,确定远程眼科诊断流程,并在海南省内多地区应用。结果:远程诊断平台运行良好。2020年12月至2021年11月,本研究共在海南省17个地区的186个卫生院中开展,共收集1561例患者眼底病图片数据,筛查阳性例数为185例,检出眼底病总阳性率为11.9%。其中有42例需要转诊治疗,转诊率为23%;143例不需要转诊治疗,非转诊率为77%。在1561例眼底图像中,采集异常的眼底图像有490例。排除490例异常眼底图像后,辅助诊断系统与人工诊断结果有1 002张眼底图像诊断相同,69张眼底图像诊断不同,其辅助诊断系统准确率为93.3%。结论:5G移动通信与远程医学影像结合,运用互联网科技催生新型医疗生产力,提高卫生经济的质量和效率,是医疗领域探索5G应用场景的一项应用典范。
Objective: Relying on the latest 5th generation wireless systems (5G), a remote primary ophthalmology care diagnosis platform based on fundus images was constructed in order to promote the connectivity of medical resources and improve the primary health service capabilities and the overall effectiveness of the medical service system. Methods: Based on the 5G informatization development strategy of hospitals, and under the funding and guidance of the Hainan Provincial Health Commission, the Hainan Eye Hospital of Zhongshan Ophthalmic Center and China Unicom Communications Group Hainan Co., Ltd. conducted a cross-industry, multi-disciplinary technical research. To build platform construction modules and technical routes under 5G networks, present the remote ophthalmological diagnosis process, and apply it in many regions in Hainan Province. Results: The performance of the remote diagnosis platform is well. From December 2020 to November 2021, this study was carried out in 186 health centers in 17 regions of Hainan Province. A total of 1 561 patients with fundus disease image data were collected. The number of positive screening fundus disease cases was 185. The total positive rate was 11.9%. Among them, 42 cases required referral for treatment, with a referral rate of 23%, and 143 cases did not require referral for treatment, with a non-referral rate of 77%. Among 1 561 cases of fundus images, 490 fundus images were excluded due to abnormal quality. Compared the results of the diagnosis platform system with manual diagnosis, 1 002 fundus images were identical, and 69 fundus images were different in diagnosis. The accuracy of the auxiliary diagnosis system was 93.3%. Conclusions: The collaboration of 5G mobile communication and telemedicine imaging, combined with internet technology to promote new medical productivity, improve quality and efficiency of the health economy. This study is an application model for exploring 5G application scenarios in the medical field.
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.
综述

碳点的特性及其在眼科疾病诊治中的研究进展

Research progress in the application of carbon dots in the diagnosis and treatment of ocular diseases

:210-219
 
碳点是一种新型荧光碳纳米材料,直径一般小于10 nm,具有自发荧光、高生物组织相容性、易于修饰、成本低廉等优点,在生物医学领域拥有广阔的应用前景。眼球因其独特的屏障结构,常规药物停留时间短、穿透性差,通过局部滴眼到达病灶的药物浓度有限,需要增加给药频次以保持药效。另外,糖尿病性黄斑水肿(diabetic macular edema,DME)、脉络膜新生血管(diabetic macular edema,CNV)等疾病的治疗给药则需依赖于玻璃体腔注射,该方法属于有创操作,有引起潜在并发症的可能,且需多次注射,给患者造成了沉重的心理和经济负担。优化眼部给药方法一直是眼科学领域的研究热点。基于碳点的优异特性,碳点在眼部药物递送、眼部成像、眼疾病诊疗中已展现出优秀的应用潜力。本综述将综合介绍碳点的特点及近十年来碳点在眼科疾病诊疗中的研究进展,旨在提供关于碳点在眼科应用现状的系统性认识,为未来研究提供方向。
Carbon dots is a new type of fluorescent carbon nanomaterial, which the diameter is generally less than 10 nm, has the advantages of self-fluorescence, remarkable biocompatibility, easy modification, low cost and so on, has a broad application prospect in the biomedical field. Due to the unique barrier of the eye, conventional drugs have a short residence time and poor penetration, so the concentration of drugs that can reach the lesions through local eye drops is limited, and for what to increase the frequency of administration to maintain efficacy. Up to now, the treatment of posterior eye diseases, such as diabetic macular edema (DME), choroidal neovascularization (CNV) and other diseases still rely on repeated vitreous injection, which is an invasive procedure with potential complications, and need multiple injections, causing a heavy psychological and economic burden on patients. Optimizing the method of ocular drug delivery has always been a hot topic in the field of ophthalmology. Carbon dots have shown excellent application potential in the ocular drug delivery, ocular imaging, and diagnosis and treatment of ocular disease based on its excellent characteristics. This review will systematically introduce the characteristics of carbon dots and the application of carbon dots in the diagnosis and treatment of eye diseases, aiming to provide a comprehensive understanding of the current situation of the application of carbon dots in ophthalmology and provide directions for future research.
BJO专栏

人工智能赋能白内障分级诊疗新模式

Artificial intelligence advances a new model of hierarchic diagnosis and treatment for Cataract

:661-664
 
随着人工智能(artificial intelligence,AI)技术的快速发展,其在医疗领域的应用正带来革命性的变化。白内障作为全球范围内最常见的可逆性视力障碍之一,在管理和治疗方面依然存在着医疗资源不足、诊断精度低、转诊效率低等诸多实际问题。因此,利用AI技术强大的计算分析和智能决策能力,优化传统医疗实践方式,对于保障人们的视觉健康至关重要。该文探讨AI技术在推动白内障分级诊疗新模式方面的应用,包括白内障图像自动分析与识别、远程医疗和转诊支持等,这些应用能够为白内障患者、社会以及政府带来多方面的显著益处和重要影响,有助于提高白内障诊断和治疗效率,缓解医疗资源不均衡问题,优化医疗资源的配置和管理,推动社会健康进步。然而,AI技术的实际应用也面临风险和挑战,应当充分重视和保护患者数据隐私和安全,建立严格的监管和监督机制,并持续加强技术创新,全面评估AI算法的鲁棒性、公平性和可解释性,以进一步提高AI系统的准确度和可信度。
With the rapid development of artificial intelligence (AI) technology, its application in the field of healthcare is bringing revolutionary changes. Cataracts, as one of the most common reversible visual impairments worldwide, still face many practical issues in terms of limited medical resources, low diagnostic accuracy, and low referral efficiency. Therefore, it is crucial to utilize AI technology's powerful computational analysis and intelligent decision-making capabilities to optimize traditional medical practices and safeguard people's visual health.This article investigates the applications of AI technology on a new model of hierarchic diagnosis and treatment for cataracts, including automatic analysis and recognition of cataract images, remote healthcare, and referral support. These applications can bring significant benefits and important impacts to cataract patients, society, and governments. They can help improve the efficiency of cataract diagnosis and treatment, alleviate the imbalance of medical resources, optimize the allocation and management of healthcare resources, and promote societal health progress.However, the practical application of AI technology also faces risks and challenges. It is important to fully prioritize and protect patients' data privacy and security by establishing strict regulatory and oversight mechanisms. Additionally, continuous efforts should be made to enhance technological innovation and comprehensively evaluate the robustness, fairness, and interpretability of AI algorithms to further improve the accuracy and trustworthiness of AI systems.
综述

近视疾病经济负担研究进展

Research progress on the economic burden of myopia

:700-707
 
据统计,目前全球有近14亿近视人口,近视已成为全球主要的健康问题。近视不仅影响个人的视力健康,还可能引发多种严重的并发症,如高度近视相关的黄斑变性和视网膜脱离等,严重时可导致失明。除了对个人健康的影响,近视还带来了巨大的经济负担,包括直接医疗成本(如眼镜、隐形眼镜、矫正手术等费用)和间接成本(如生产力下降、学习能力降低和生活质量的下降)。在中国,近视的问题尤其显著,近视患病率居高不下,这不仅对个人健康构成威胁,也对社会和经济造成重大影响。国际上,近视的经济负担研究涵盖了医疗直接成本、患者时间成本及生产力损失等方面,可以帮助政府和卫生部门了解近视疾病的经济影响,从而制定合理的公共卫生政策和资源分配策略,优化医疗资源使用,减少社会成本。该文从近视疾病经济负担的构成及其测算方式、国内外经济负担现况等方面对近视疾病经济负担进行简要综述,旨在提供一个关于近视疾病经济负担的综合性认识,指出当前研究的方向和成果,以及预防近视和减轻其经济负担的重要性,为未来研究提供方向和基础。
It is estimated that there are nearly 1.4 billion myopic people in the world, and myopia becomes a significant global health problem. Myopia not only affects visual health, but also leads to serious complications such as macular degeneration and retinal detachment, which can cause blindness in severe cases. Apart from its impact on health, myopia also imposes a substantial economic burden. This burden includes direct medical costs (e.g., expenses for eyeglasses, contact lenses, and corrective surgeries) as well as indirect costs (e.g., reduced productivity, learning abilities, and quality of life). The prevalence of myopia is particularly high in China, posing a threat not only to individual health, but also to society and the economy. International studies on the economic burden of myopia have examined the direct medical costs, patient time costs and productivity loss. These studies help governments and health authorities understand the economic impact of myopia to develop effective public health and resource allocation strategies.. By optimizing medical resources and reducing social costs, these measures aim to alleviate the economic burden. This article provides an overview of the economic burden of myopia, including its definition, measurement, current status at home and abroad, and the importance of prevention and alleviation. It also highlights the current research directions and findings, to provide focusing fields and foundations for future research.
综述

胆固醇代谢异常与糖尿病视网膜病变的关系探究

Study on the relationship between abnormal cholesterol metabolism and diabetic retinopathy

:617-623
 
糖尿病视网膜病变是最为常见的糖尿病微血管并发症,主要由糖尿病引起的机体代谢紊乱导致。而然在临床工作中发现,部分患者通过单纯控制血糖以延缓糖尿病视网膜病变进展,所取得效果不甚理想,一些其他因素对于糖尿病视网膜病变的发生、发展,也起到不可忽视的作用。研究表明,在并发高脂血症的糖尿病视网膜病变患者中,胆固醇代谢异常是诱发视网膜病变的主要原因之一。胆固醇代谢异常通过减弱肝脏X受体,导致胆固醇在视网膜上不断积累,降低视网膜血管内皮功能,从而造成视网膜缺血、缺氧环境的形成,又可通过增加炎症因子和细胞黏附分子-1的表达,使原本病态的糖尿病视网膜血管变得更加脆弱,该文总结了糖尿病视网膜病变的病理因素,对比分析当前糖尿病视网膜病变的主要治疗手段,通过分析胆固醇逆向转运(cholesterol reverse transport,RCT)途径转运对糖尿病视网膜病变发生、发展的影响,发现降低高血脂可提高糖尿病视网膜病变的治愈率,这将为糖尿病视网膜病变的临床防治工作提供新思路。
Diabetic retinopathy is the most common diabetic microvascular complication, which is mainly caused by metabolic disorders caused by diabetes. However, in clinical work, it is found that some patients do not achieve satisfactory results in delaying the progress of diabetic retinopathy by simply controlling blood sugar, and some other factors contribute to the occurrence and development of diabetic retinopathy. Also played a role that can not be ignored. Studies have shown that abnormal cholesterol metabolism is one of the main causes of retinopathy in diabetic retinopathy patients with hyperlipidemia. Abnormal cholesterol metabolism leads to the accumulation of cholesterol in the retina and the decrease of retinal vascular endothelial function by weakening the X receptor in the liver, resulting in the formation of retinal ischemia and hypoxia environment. it can also increase the expression of inflammatory cytokines and cell adhesion molecule-1 to make the originally morbid retinal vessels more fragile. This paper summarizes the pathological factors of diabetic retinopathy. By comparing and analyzing the main treatment methods of diabetic retinopathy at present, and by analyzing the influence of cholesterol reverse transport (cholesterolreversetransport,RCT) pathway on the occurrence and development of diabetic retinopathy, it is found that reducing hyperlipidemia can improve the cure rate of diabetic retinopathy, which will provide new ideas for the clinical prevention and treatment of diabetic retinopathy.
病例报告

双眼 Terson 综合征一例

Binocular Terson syndrome: a case report

:646-651
 
Terson综合征又称蛛网膜下腔出血合并玻璃体积血综合征,是一种较为罕见的眼科疾病。患者多因颅内出血而存在意识障碍、沟通困难,极易漏诊,错过最佳治疗时机。该文报道了一例30岁男性患者,因弥漫蛛网膜下腔出血,突发昏迷,于发病1个月后出现双眼视物模糊,最终确诊为双眼Terson综合征,并行双眼玻璃体切割术及右眼视网膜前膜剥膜术治疗。术后54 d,患者左眼视力由指数/5 cm恢复至矫正视力0.3。术后19 d,患者右眼视力由手动/20 cm恢复至矫正视力0.12。
Terson syndrome, also known as subarachnoid hemorrhage combined with vitreous hemorrhage syndrome, is a relatively rare ophthalmic condition. Patients mostly have impaired consciousness and communication difficulties due to intracranial hemorrhage, which makes it very easy to miss the diagnosis and the best time for treatment. This article reports the basic case of a 30-year-old male patient with sudden coma due to diffuse subarachnoid hemorrhage. And he had blurred vision in both eyes 1 month later, which was finally diagnosed as binocular terson syndrome. He was treated with vitrectomy in the left eye and vitrectomy + anterior retinal detachment surgery in the right eye. The visual acuity of patient was restored from finger count/5cm to corrected visual acuity of 0.3 in the left eye when 54 days after surgery and from manual/20 cm to corrected visual acuity of 0.12 in the right eye when 19 days postoperative.
论著

双眼复视病例系列报道及文献回顾

Case series of binocular diplopia and literature review

:206-213
 
目的:回顾性分析以双眼复视为主要症状患者的病因及临床特点。方法:总结2021年1月至2022年3月就诊于潍坊医学院附属医院神经眼科的双眼复视患者的临床资料,分析其病因及临床特点。结果:共29例患者,男16例,女13例,年龄17岁~81岁,平均(59±14)岁;其中血管性因素8例,包括脑血管病5例,后交通动脉瘤2例,核间性眼肌麻痹1例;炎症、免疫性因素8例,包括重症肌无力4例,Tolosa-Hunt综合征2例,肥厚性硬脑膜炎1例,炎性假瘤1例;内分泌因素9例,包括糖尿病外周神经病变5例,甲状腺相关眼病4例;肿瘤2例,包括动眼神经鞘瘤1例,眼眶MALT淋巴瘤1例,外伤2例。结论:双眼复视的病因复杂,临床医生应重视筛查全身疾病,参照先定位,后定性原则,提高诊断正确率、减少误诊率。
Objective: The etiology and clinical characteristics of patients with binocular diplopia as main symptom were investigated using retrospective analysis method. Methods: The clinical data of patients with binocular diplopia treated in department of ophthalmolog y, affiliated hospital of Weifang Medical University from January 2021 to March 2022 was summarized and the etiology and clinical characteristics retrospectively. Results: There were totally 29 patients, 16 males and 13 females, aged from 17 to 81 years, with an average of (59 ± 14) years; among them, there were 8 cases derived from vascular factors, including 5 cases with cerebrovascular disease, 2 cases with posterior communicating artery aneurysm and 1 case with internuclear ophthalmoplegia. There were 8 cases derived from inflammatory and immune factors, including 4 cases with myasthenia gravis, 2 cases with Tolosa-Hunt syndrome, 1 case with hypertrophic meningitis and 1 case with inflammatory pseudotumor. There were 9 cases derived from endocrine factors, including 5 cases with peripheral neuropathy in diabetes and 4 cases with thyroid related ophthalmopathy. There were 2 cases derived from tumors, including 1 case with oculomotor schwannoma, 1 case with orbital MALT lymphoma and there were 2 other cases of trauma. Conclusions: The etiology of binocular diplopia is complicated and the clinicians should pay attention to the screening of systemic diseases of patients refer to the principle of localization diagnosis first and qualitative analysis next so as to improve the diagnostic accuracy and reduce the misdiagnosis rate.
病例报告

伴有视神经管骨壁缺如的颞极蛛网膜囊肿致视功能障碍一例

Visual dysfunction caused by temporal extreme arachnoid cyst with defect of bone wall of optic canal: a case report

:293-298
 
渐进性视功能障碍多见于屈光不正、原发性开角型青光眼、白内障、视神经视网膜遗传代谢性疾病等,少见于眶内和颅内占位性疾病。颅内蛛网膜囊肿通常是无症状的先天性良性病变,少数出现视功能障碍。 视神经管骨壁缺如见于后组筛窦和蝶窦气化良好的正常人。该文报告 1例59岁男性患者,因左眼视野缺损伴视物模糊1年余就诊,确诊左侧颞极蛛网膜囊肿合并视神经管骨壁缺如。笔者通过收集该患者的病史、影像学资料和视功能检查结果,分析其出现视功能障碍的机制。
Progressive visual impairment is more common in ametropia, primary open-angle glaucoma, cataract, hereditary and metabolic diseases of optic nerve and retina, and less common in orbital and intracranial masses. Intracranial arachnoid cysts are usually asymptomatic benign congenital lesions with a small number of visual impairments. The absence of the bone wall of the optic canal was seen in normal subjects with good gasification of the posterior ethmoid sinus and sphenoid sinus. In this case report we describe a 59-year-old man with a left temporal arachnoid cyst and a defect of the bone wall of the optic canal complained of left visual field defect and blurred vision for more than one year. The mechanism of visual dysfunction was analyzed by collecting the patient’s medical history, imaging data and the results of visual function examination.
论著

改良的“Z”形无线结经巩膜缝线固定后房型人工晶状体手术治疗先天性晶状体脱位的临床疗效评价

Clinical evaluation of modified "Z"-shaped knotless transscleral suture fixation posterior chamber intraocular lens surgery for Congenital ectopia lentis

:83-91
 
目的:通过对改良“Z”形无线结经巩膜缝线固定人工晶状体手术和传统有线结巩膜缝线固定人工晶状体手术治疗先天性晶状体脱位的比较来评价改良术式的临床疗效。方法:回顾性病例研究。纳入2018年1月—2021年3月期间于中山大学中山眼科中心行手术治疗的先天性晶状体脱位患者73例73眼,按手术方式不同将患者分为无线结组36例36眼和有线结组37例37眼。比较两组患者术前和术后1年的球镜度(DS)、柱镜度(DC)、等效球镜(SE)、最佳矫正视力(BCVA)、眼压(IOP)、眼轴长度(AL)、角膜内皮细胞计数和术后并发症的发生率。结果:两组患者术前各项观察指标组间比较差异无统计学意义(均P>0.05)。两组患者术后1年 BCVA 均较术前提高(均P<0.05),SE均较术前降低(均P<0.05)。两组患者术后1年 BCVA 、DS、DC、SE、IOP、AL、角膜内皮细胞丢失率组间比较差异均无统计学意义(均P>0.05)。术后1年,有线结组有5例(13.5%)出现缝线暴露,无线结组未出现缝线暴露,组间比较差异有统计学意义(P<0.05)。结论:改良无线结 IOL 巩膜缝线固定手术可改善CEL患者的最佳矫正视力和屈光不正,有效减少缝线暴露及相关并发症。
Objective: To evaluate the clinical efficacy of modified “Z”-shaped knotless transscleral suture fixation intraocular lens (IOL) and traditional knotted transscleral suture fixation IOL in congenital ectopia lentis. Methods: A retrospective case study. A total of 73 eyes of 73 patients with congenital ectopia lentis who underwent surgical treatment in our hospital from January 2018 to March 2021 were included. According to different surgical methods, the patients were divided into the knotless group (36 eyes) and knotted group (37 eyes). Preoperative and postoperative of 1-year diopter sphere (DS), diopter cylinder (DC), spherical equivalent (SE), best corrected visual acuity (BCVA), intraocular pressure (IOP), and axial length (AL), corneal endothelial cell counts and the occurrence of postoperative complications rate were analyzed among two groups. Results: There was no significant difference in preoperative outcome measures between the two groups (P>0.05). BCVA at 1-year postoperative was significantly better (P<0.05), and SE at 1-year postoperative was significantly lower (P<0.05). There was no significant difference in BCVA, DS, DC, SE, IOP, AL, and corneal endothelial cell loss rate between the two groups at 1-year after operation (P>0.05). One year after the operation, there were 5 cases of suture exposure (13.5%) in the knotted group and no suture exposure in the knotless group, and the difference was statistically significant (P<0.05). Conclusions: The modified knotless IOL transscleral suture fixation can improve the best corrected visual acuity and alleviate ametropia of CEL patients, and reduce suture exposure and related complications effectively.
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  • 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
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  • 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
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