人工智能(artificial intelligence，AI)为解决中国患者“看病难”问题提供了可行方案。眼科AI已实现为患者提供筛查、远程诊断及治疗建议等方面的服务，能显著减轻医疗资源不足的压力和患者的经济负担。而AI的应用过程中，给医疗管理带来的挑战应引起重视。本文从医疗管理的角度，总结分析AI在眼科医疗过程中，尤其是交接环节中出现的主要问题，提出对策与建议，并讨论AI在眼科医疗的应用展望。

    Artificial intelligence (AI) has been proposed as a potential solution to address the shortage of ophthalmologists in China. With the increasingly extensive application of AI in the field of ophthalmology, many potential patients with eye diseases have access to a higher quality of medical services. At the same time, new challenges will emerge and proliferate with the advancement of AI application. This paper focuses on the patient handoffs process and discusses two challenges brought by the application of AI, namely “communication” and “standardization”. Natural language processing techniques and the development of standardized databases are proposed to solve each of these challenges. The application prospects of AI in ophthalmology are eventually discussed.

目的：探讨青光眼日间手术患者的自我管理行为现状及影响因素分析。方法：采用便利抽样法选取2021年9月—2022年5月于广州市某三级甲等眼科专科医院就诊的223例青光眼日间手术患者。采用一般资料调查表、青光眼自我管理行为量表、慢性疾病自我效能量表和青光眼知识学习问卷进行问卷调查。结果：青光眼日间手术患者的自我管理行为得分为(54.03±6.95)分，其中生活调整维度得分最低。慢性病自我效能与自我管理行为呈正相关(r=0.368, P<0.001)。疾病知识与自我管理行为无显著相关性(r=0.077, P=0.252)。多因素线性回归分析结果显示，患者的文化程度(P<0.001)和自我效能(P=0.028)是自我管理行为的影响因素，可解释自我管理行为总变异的12.4%。结论：青光眼日间手术患者具有良好的自我管理行为，较低的自我效能和文化程度是自我管理行为的危险因素，因此应优先提高患者的自我效能，并提供个性化教育。

Objective: To determine self-management and its association with self-efficacy and knowledge among glaucoma patients undergoing day surgery. Methods: A total of 223 glaucoma patients were recruited from September 2021 to May 2022and they were investigated with the Glaucoma Self Management Questionnaire (GSMQ), The Self- Efficacy in Chronic Disease Scale (SECD-6), and the glaucoma knowledge questionnaire. Results: Of the 223 study participants, the study population had a total GSMQ score of 54.03±6.95 with the lowest score found in the life adjustment dimension. The total SECD-6 score was showing a significantly positive correlation with the total GSMQ score(r =0.368, P <0.001). The total score of disease knowledge was without significant correlation with the total GSMQ score (r =0.077, P =0.252). Multivariate linear regression analysis showed that self-efficacy (P <0.001) and education level was independently associated with self-management(P =0.028). Conclusions: Glaucoma patients undergoing daytime surgery demonstrated good overall self-management, yet further improvement was required in terms of life adjustment. Low self-efficacy and educational level were identified as risk factors for self-management. Therefore, self-management programs should prioritize enhancing patients' self-efficacy and delivering individualized education.

目的：结合眼科住院医师规范化培训(住培)的特点，建立基于钉钉平台的全面质量管理模式(total quality management, TQM)，探索一种高效的顺应时代特征的眼科教学管理模式。方法：研究团队依托中山大学中山眼科中心，选取82名眼科四证合一的住培一年级的学生作为研究对象，并将其随机分为两组，试验组41人采用基于钉钉平台的TQM模式进行全过程教学管理，采用全员参与、全程跟踪、全面评价的管理模式以保障教学质量。对照组41人接受传统的教学管理模式。观察指标为两组间教学前后测试分数、教学后满意度调查的问卷得分等。结果：通过对两组学生进行课前课后的测试，TQM模式组相较于传统模式组在学习成绩有所提升，课前课后分数的差值分别为40(30,40)分和30(20,50)分，比较差异有统计学意义(P =0.031)。问卷调查结果显示，两组满意度总分比较差异无统计学意义[10(10,10) 分 vs. 10(9,10)分，P =0.207]，但在满意度分项内容掌握性上，TQM模式组分值高于传统模式组[5(5,5)分 vs. 5(4,5)分，P =0.046]。结论：基于钉钉平台的TQM模式在眼科教学中能够有效提高住培的教学质量与学生满意度，相比传统教学管理模式具有更大的教学优势，可为眼科住培提供了一种创新且实用的教学管理模式，对于培养适应时代需求的高水平眼科医师具有重要意义。

Objective: To combine the characteristics of standardized training for ophthalmic resident physicians, establishes a Total Quality Management (TQM) model based on the DingTalk platform, and explored an efficient ophthalmic teaching management model that adapts to the characteristics of the times. Methods: The research team, based at Zhongshan Ophthalmic Center, selected 82 first-year postgraduate students undergoing the national standardized training for resident doctors (STRD) as participants, randomly allocating them into two groups. The experimental group consisting of 41 trainees received TQM-modeled online learning via the DingTalk platform, adopting a management model of full participation, full process tracking, and comprehensive evaluation to ensure teaching quality. While the control group, also comprising 41 trainees, underwent traditional offline instruction. The TQM group engaged in live streaming lectures on the DingTalk platform, whereas the conventional group continued with face-to-face teaching in classroom. Data including pre- and post-teaching scores, as well as scores from satisfaction surveys are analyzed. Results: Comparing pre- and post-teaching scores, significant statistical differences were found between the TQM and traditional groups, with mean score improvements of 40(30,40) points and 30(20,50) points, respectively, indicating statistical significance (P =0.013). Furthermore, the questionnaire survey revealed that the TQM group scored higher than the traditional group in aspects such as course design, clinical relevance, content mastery, and instructor satisfaction. In addition, the questionnaire survey showed that there was no statistically significant difference in the total satisfaction score between the two groups (10(10,10) points vs. 10(9,10)points P =0.207), but in terms of mastery of satisfaction sub items, the TQM model group scored higher than the traditional model group (5(5,5) points vs. 5(4,5) points, P =0.046). Conclusions: The application of a TQM-based model on the DingTalk platform significantly enhances the teaching quality and student satisfaction in the residency training of ophthalmologists, demonstrating greater pedagogical advantages over traditional methods. This efficient ophthalmic teaching management model thus provides a promising solution for standardized residency training in ophthalmology, and holds considerable importance for nurturing highly competent ophthalmologists who can meet the demands of the current era.

目的：建立和验证一个涉及多级临床场景的白内障协作通用的人工智能(artificial intelligence,AI)管理平台，探索基于AI的医疗转诊模式，以提高协作效率和资源覆盖率。方法：训练和验证的数据集来自中国AI医学联盟，涵盖多级医疗机构和采集模式。使用三步策略对数据集进行标记: 1)识别采集模式；2)白内障诊断包括正常晶体眼、白内障眼或白内障术后眼；3)从病因和严重程度检测需转诊的白内障患者。此外，将白内障AI系统与真实世界中的居家自我监测、初级医疗保健机构和专科医院等多级转诊模式相结合。结果：通用AI平台和多级协作模式在三步任务中表现出可靠的诊断性能: 1)识别采集模式的受试者操作特征(receiver operating characteristic curve,ROC)曲线下面积(area under the curve,AUC)为99.28%~99.71%)；2)白内障诊断对正常晶体眼、白内障或术后眼，在散瞳-裂隙灯模式下的AUC分别为99.82%、99.96%和99.93%，其他采集模式的AUC均 > 99%；3)需转诊白内障的检测(在所有测试中AUC >91%)。在真实世界的三级转诊模式中，该系统建议30.3%的人转诊，与传统模式相比，眼科医生与人群服务比率大幅提高了10.2倍。结论：通用AI平台和多级协作模式显示了准确的白内障诊断性能和有效的白内障转诊服务。建议AI的医疗转诊模式扩展应用到其他常见疾病和资源密集型情景当中。

Objective: To establish and validate a universal artificial intelligence (AI) platform for collaborative management of cataracts involving multilevel clinical scenarios and explored an AI-based medical referral pattern to improve collaborative efficiency and resource coverage. Methods: The training and validation datasets were derived from the Chinese Medical Alliance for Artificial Intelligence, covering multilevel healthcare facilities and capture modes. The datasets were labelled using a three step strategy: (1)capture mode recognition; (2) cataract diagnosis as a normal lens, cataract or a postoperative eye and (3) detection of referable cataracts with respect to aetiology and severity. Moreover, we integrated the cataract AI agent with a real-world multilevel referral pattern involving self-monitoring at home, primary healthcare and specialised hospital services. Results: The universal AI platform and multilevel collaborative pattern showed robust diagnostic performance in three-step tasks: (1) capture mode recognition (area under the curve (AUC) 99.28%–99.71%), (2) cataract diagnosis (normal lens, cataract or postoperative eye with AUCs of 99.82%, 99.96% and 99.93% for mydriatic-slit lamp mode and AUCs >99% for other capture modes) and (3)detection of referable cataracts (AUCs >91% in all tests). In the real-world tertiary referral pattern, the agent suggested 30.3%  of people be ’referred’, substantially increasing the ophthalmologist-to-population service ratio by 10.2-fold compared with the traditional pattern. Conclusions: The universal AI platform and multilevel collaborative pattern showed robust diagnostic performance and effective service for cataracts. The context of our AI-based medical referral pattern will be extended to other common disease conditions and resource-intensive situations.

目的：评价并汇总眼科成人日间手术患者病区护理管理的最佳证据，提高临床护理质量。方法：检索国内外数据库建库至2022年6月的日间手术患者病区护理管理的相关证据，包括系统评价、临床决策、证据总结、指南及专家共识。由2名研究人员独立对文献进行质量评价后，根据主题对证据进行提取和汇总。结果：根据纳入标准，共筛选出13篇文献，包括5篇专家共识、3篇证据总结、1篇循证实践、2篇系统评价、1篇指南。通过文献阅读、证据提取和归类，从日间手术护士准入资质、制定临床护理路径、院前管理、病历标准化、手术当日术前管理、术后管理、出院评估、康复及随访指导8个方面形成17条最佳证据。结论：该项目总结了眼科成人日间手术患者病区护理管理的最佳证据，可为护理管理者制定眼科日间手术病区流程方案、实践标准提供循证依据。

Objective: To evaluate and summarize the evidences of nursing management of ophthalmic postoperative adult patients intra-day ward, and improve the quality of clinical nursing. Methods: The related databases were searched from the  establishment to June 2022. The searching contents include systematic review, clinical decision-making, evidence  summary, guidelines and expert consensus on nursing management in postoperative patients intra-day wards at home  and aboard. Based on the theme, the evidences were extracted and summarized after independent literature quality  evaluation was conducted by 2 researchers. Results: Base on the inclusion criteria, a total of 13 pieces of literature were  selected, including 5 expert consensus, 3 evidence summaries, 1 evidence-based practice, 2 systematic reviews and 1  guideline. Through literature review, evidence extraction and classification, a total of 17 pieces of evidence on 8 aspects  were summarized, including admission qualifications for daytime surgical nurses, development of clinical nursing path,  pre-hospital management, medical record standardization, preoperative management on the day of surgery, postoperative  management, discharge assessment, rehabilitation and follow-up guidance. Conclusion: This article summarized the  best evidence of nursing management for ophthalmic adult day surgery patients in intra-day ward,to provide scientific  evidences for nursing managers to develop ophthalmic intra-day ward guidelines and practical standards.

糖尿病视网膜病变是糖尿病引起的微血管病变之一，是不可逆性致盲的眼病。根据其病程可分为根据其病程可分为非增殖期和增殖期，其中还包括糖尿病性黄斑水肿。全科医师需要检测量裸眼视力、矫正视力和眼压，通过裂隙灯显微镜评估眼前节以及眼底检查来评估眼部整体情况。控制血糖、血压、血脂对改善预后很重要。需要重视餐前、餐后血糖，糖化血红蛋白和代谢记忆，一线降血压药物包括血管紧张素转化酶抑制剂和血管紧张素Ⅱ受体阻断剂，调脂药物首选他汀类，而非诺贝特有额外的视网膜保护作用。干预生活方式，宣教，早期发现也同样重要。全科医师需要进行眼底筛查和评分，及时转诊至眼科治疗。眼科治疗包括全视网膜激光光凝术、经平坦部玻璃体切除术、玻璃体抗血管内皮生长因子药物注射术。

Diabetic retinopathy is one of the microvascular diseases caused by diabetes, it is an irreversible blindness eye disease. According to its course, it can be divided into non-proliferative diabetic retinopathy and proliferative diabetic retinopathy, including diabetic macular edema. Te general practitioner needs to measure the uncorrected visual acuity, corrected visual acuity intraocular pressure, use the slit lamp microscope to exam the anterior segment and fundus to evaluate the overall condition of the eye. Controlling blood glucose, blood pressure and blood lipid is very important to improve the prognosis. Attach importance to pre- and postprandial blood glucose, glycosylated hemoglobin and metabolic memory should be carried out. The first-line antihypertensive drugs are angiotensin converting enzyme inhibitors and angiotensin II receptor blockers. Statins are the first choice for lipid-lowering drugs, fenofibrate has additional protective efect of retinal. Intervention in lifestyle, education and early detection are is important. Te general practitioner needs to perform fundus screening and scoring, timely refer to ophthalmology department for treatment. Ophthalmic treatment includes panretinal laser photocoagulation, pars plana vitrectomy, and intravitreal injection of anti-vascular endothelial growth factor drugs.

目的：检索并总结开角型青光眼患者眼部用药规范化护理管理的最佳证据，为临床实践提供参考。方法：通过护理循证方法提出实践问题，按照循证证据检索数据库的“6S”分类模型，检索有关开角型青光眼患者眼部用药管理的所有证据资源类型，包括临床指南、最佳实践信息册、证据总结、系统评价和专家共识等。由2名循证护理研究员对纳入文献的质量进行独立评价并进行证据的归纳总结。结果：最终纳入12篇文献，包括4篇指南、3篇证据总结和5篇系统评价；汇总了19条有关开角型青光眼眼部用药管理的最佳证据，包括滴眼技术指导、依从性管理和信息提供3个方面。结论：总结开角型青光眼眼部用药管理的最佳证据，可为临床医务人员管理患者提供参考和借鉴，以达到患者规范用药、控制眼压和延缓疾病进展的目的。

Objective: To retrieve and summarize the best evidence on standardized ocular medication management among open-angle glaucoma patients. Methods: With evidence-based nursing method, practical problemswere identified. According to the “6S” pyramid model of evidence resource, studies on standardized ocular medication management among open-angle glaucoma patients were retrieved, including clinical guidelines, best practice information booklet, systematic reviews, and expert consensus. Two evidence-based nursing researchers independently evaluated the quality of the included literature and summarized the evidence. Results: A total of 12 articles were ultimately enrolled, including 4 clinical guidelines, 3 evidence summaries and 5 systematic reviews. Finally, 3 aspects including 19 pieces of best evidence were summarized, which were Eye drop technical instruction, medication adherence management and related information provision. Conclusion: The best evidence for the medication management of open-angle glaucoma patients were summarized, which provide reference for clinical medical staffs to manage patients, so as to achieve the purpose of standardizing medication,controlling intraocular pressure and preventing disease progression.

目的：利用信息化手段，优化眼遗传病患者的随访途径，降低病历资料缺失率，助力临床检验科室高效运营。方法：通过态势分析法搜集需求，基于微信公众号平台“中山大学眼科医院小儿遗传”，搭建眼遗传病信息管理系统。根据是否使用眼遗传病信息管理系统、是否受到人员流动限制，将2017年7月1日—2023年11月30日来院进行基因检测的患者分为四组：传统组、传统+人流限制组、微信组和微信+人流限制组，通过χ²检验对眼遗传病信息管理系统进行性能评价。结果：源软件架设在阿里云电子政务平台的眼遗传病信息管理系统，通过加密通讯与医院网络交互。系统主要分为基因检测业务、数据管理和系统管理三大模块。使用该系统的患者或亲属可以在任意时间和地点，自主上传病历资料、签署知情同意书、查询基因检测报告，如有需要还能进行一对一的沟通实现长期随访。在此过程中，患者的临床信息实现数字化。研究共纳入10 662例患者对该系统进行性能评价，使用眼遗传病信息管理系统后，患者病历资料缺失率显著降低，由12.2%(传统+人流限制组)降至2.7%(微信+人流限制组)；患者二次来访率由最高的70%(传统组)降至最低的11.7%(微信组)；两类比较差异有统计学意义(P<0.001)。结论：眼遗传病信息管理系统的使用显著降低患者病历资料缺失率和眼遗传病患者的二次来访率。

Objective: To optimize the follow-up approach for patients with ophthalmic genetic diseases through informational technology, reduce the loss rate of cases, and facilitate the efficient operation of the clinical laboratory. Methods: Using the SWOT analysis method to collect requirements, ‘Pediatric Genetics of Zhongshan Ophthalmic Center’, an ophthalmic genetics information management system for ophthalmic genetic diseases was established on the Wechat public platform. Based on whether the ophthalmic genetic disease information management system was used and there were personnel mobility restrictions, patients who underwent genetic testing in the hospital for genetic testing from July 1, 2017, to November 30, 2023, were divided into four groups: traditional group, traditional+ lockdown group, Wechat+ lockdown group, and Wechat group. Te chi-square test was used to evaluate the performance of the ophthalmic genetic information management system. Results:The ophthalmic genetic disease information management system, which is based on open-source sofware and hosted on the Alibaba Cloud e-government platform, interacts with the hospital network through encrypted communication. Te system was divided into three modules: gene detection business, data management, and system management. By the system, patients or relatives can upload medical records, sign informed consent, inquire about genetic test reports at any time and anywhere, and conduct one-on-one communication to achieve long-term follow-up if necessary. In this process, the patient's clinical information was digitized. A total of 10,662 patients were included in the study to evaluate the performance of the system. The loss rate of cases was decreased from 12.2%to 2.7%, and the rate of second visits was reduced from 70% to 11.7%, which were statistically different, respectively (P< 0.001). Conclusion: Te application of the ophthalmic genetic information management system has signifcantly reduced the loss rate of cases and the rate of second visits in patients with ophthalmic genetic diseases.

目的：探讨眼底外科医护一体组团合作模式在管理眼底病日间手术患者实践效果。方法：选取2022年1—6月进行日间手术的582例眼底病患者为对照组，2023年1—6月进行日间手术的633例眼底病患者为研究组，对照组实施责任制整体护理，研究组采取实施医护一体组团合作管理模式进行全流程患者管理。使用χ²检验和t检验比较两组患者围术期护理知识健康教育知晓度、满意度、出院24 h内眼科急症就诊率、出院24 h内随访率、护士职业获益感的差异。结果：研究组患者健康教育知晓度高于对照组，组间比较差异具有统计学意义(t=–18.47，P＜0.05)；研究组患者满意度高于对照组，组间比较差异具有统计学意义(t=–4.005，P＜0.05)；研究组患者出院24 h内随访率为100%，对照组为98.1%，两组比较差异有统计学意义(χ²=12.073，P＜0.05)；研究组患者出院24 h内眼科急症就诊率0.94%，对照组为1.89%，组间比较差异无统计学意义(χ²=1.951，P=0.222)；实施后护士职业获益感分值高于实施前，组间比较差异具有统计学意义(t=–6.637，P＜0.001)。结论：医护一体组团合作管理模式进行眼底外科日间手术患者围术期的全流程管理，改善患者就医感受，提升患者就医体验，提高眼底外专科日间手术患者的依从性，保障患者的安全，提高护士职业获益感。

Objective: To investigate the practical effect of the integrated group cooperation model in managing patients with fundus diseases in day surgery. Methods: 582 patients with fundus disease who underwent day surgery from January to June in 2022 were included as the control group, and 633 patients with fundus disease who underwent day surgery from January to June in 2023 were selected as the study group. The control group implemented the overall responsibility nursing system, while the study group carried out the collaborative management model, integrating medical and nursing for the entire process of patient management. Chi-square test and T-test were used to compare the differences of perioperative nursing knowledge, health education awareness, satisfaction, emergency ophthalmological consultation rate within 24 hours of discharge, follow-up rate within 24 hours of discharge, and nurses' sense of professional benefit between the two groups. Results: The awareness of health education in the study group was higher than that in the control group, and there was significant statistically difference between two groups (t=–18.47, P<0.05). The satisfaction of patients in the study group was higher than that in the control group, and there was significant statistically difference between two groups (t=–4.005, P ＜ 0.05). The follow-up rate within 24 hours after discharge was 100% in the study group and 98.1% in the control group, and the difference was statistically significant (χ2=12.073, P<0.05). The incidence of ophthalmic emergencies within 24 hours of discharge in the study group was 0.94%, while in the control group it was 1.89%. There was no statistically significant difference between the two groups (χ2= 1.951, P=0.222). The perceived benefit score of nurses after implementation was higher than that before implementation, and there was statistically significant between two groups (t=–6.637, P<0.05). Conclusions: The medical and nursing integrated group cooperation management model is used to manage the entire perioperative process of patients undergoing day surgery in fundus surgery. This model can improve patients' medical experience, enhance their compliance with ophthalmic surgery, ensure their safety. At the same time, it can enhance the senses of professional benefits for nurses.

目的：总结全身麻醉斜视矫正日间手术服务模式的创建与安全管理方法。方法：回顾2015年10月至2018年10月期间全身麻醉下行斜视矫正日间手术患者共9 570例。改革护理管理模式，实施医护一体化，在实施过程中对患者进行严密的术前、术后护理管理：术前评估，健康教育前移、加强核查制度、严格监测患者生命体征；术后病情严格交接，家属及患者同步术后指导、离院后回访。结果：全身麻醉斜视矫正日间手术的9 570例患者，均未发生手术并发症，术后不适34例，占0.36%，其中2例患者离院时出现头晕，2例发生尿储留，30例出现恶心、呕吐。护理人力由开展前16人减少到12人，节约25%；患者等候手术时间缩短了8 d，满意度由70%提高到90%，平均住院时间由3.2 d减少为1 d。结论：全身麻醉斜视矫正日间手术模式是一种新的医疗模式，开展全身麻醉日间手术不但可以节省医疗资源，还可提高患者满意度。

Objective: To summarize the establishment and safety management methods of ambulatory strabismus surgery that can provide the basis for carrying out ambulatory surgery nursing under general anesthesia. Methods: We carried out ambulatory surgery management that reformed nursing management model and delivered the integration of medical care in 9 570 patients undergoing strabismus surgery under general anesthesia from October 2015 to October 2018. In implementation process, we carefully managed the patients before and after operation including performing preoperative assessment and health education in advance, strengthening the verification system, strictly monitoring vital signs of the patients, strict shifting state of patients after operation, providing postoperative guidance to patients and their families, and performing follow-up clinic visits after leaving the hospital. Results: No surgical complications occurred in any of our cases. 34 patients had postoperative discomfort, accounting for 0.36%. Among these 34 patients, 2 had dizziness, 2 had urinary retention and 30 had

nausea and vomiting. After treatments, all patients were discharged on schedule. The number of nurses reduced from 16 to 12 that fell by 25%. Wait times for operation reduced by 8 days. Patient satisfaction was improved from 70% to 90%. The mean length of hospital stay was reduced from 3 days to 1 day. Conclusion: The management of ambulatory surgery under general anesthesia is a new medical care service model. Careful planning and strict preoperative and postoperative safety management can ensure the safe implementation of strabismus surgery. Ambulatory surgery under general anesthesia has benefits to save medical resources and improve patient satisfaction.